Zipf1 All Model Test Data Result Obj Size Ignored

Result

Model Summaries

Model Better than base % of the times
LR_1[cache_size=0.001,treshold=0.5] 0
LR_1[cache_size=All,treshold=0.5] 0
LR_1_log[cache_size=0.001,treshold=0.5] 0
LR_1_log[cache_size=All,treshold=0.5] 0
LR_1_mean[cache_size=0.001,treshold=0.5] 0
LR_1_mean[cache_size=All,treshold=0.5] 20
LR_1_robust_scaler[cache_size=0.001,treshold=0.5] 0
LR_1_robust_scaler[cache_size=All,treshold=0.5] 0
LR_1_std_scaler[cache_size=0.001,treshold=0.5] 0
LR_1_std_scaler[cache_size=All,treshold=0.5] 0
LR_2[cache_size=0.001,treshold=0.5] 0
LR_2[cache_size=All,treshold=0.5] 0
LR_2_log[cache_size=0.001,treshold=0.5] 0
LR_2_log[cache_size=All,treshold=0.5] 0
LR_2_mean[cache_size=0.001,treshold=0.5] 0
LR_2_mean[cache_size=All,treshold=0.5] 20
LR_3[cache_size=0.001,treshold=0.5] 0
LR_3[cache_size=All,treshold=0.5] 0
LR_3_log[cache_size=0.001,treshold=0.5] 0
LR_3_log[cache_size=All,treshold=0.5] 0
LR_3_mean[cache_size=0.001,treshold=0.5] 0
LR_3_mean[cache_size=All,treshold=0.5] 0
LR_4[cache_size=0.001,treshold=0.5] 0
LR_4[cache_size=All,treshold=0.5] 0
LR_4_log[cache_size=0.001,treshold=0.5] 0
LR_4_log[cache_size=All,treshold=0.5] 0
LR_4_mean[cache_size=0.001,treshold=0.5] 0
LR_4_mean[cache_size=All,treshold=0.5] 0
LR_4_robust_scaler[cache_size=0.001,treshold=0.5] 0
LR_4_robust_scaler[cache_size=All,treshold=0.5] 0
LR_4_std_scaler[cache_size=0.001,treshold=0.5] 0
LR_4_std_scaler[cache_size=All,treshold=0.5] 0
LR_5[cache_size=0.001,treshold=0.5] 0
LR_5[cache_size=All,treshold=0.5] 0
LR_5_imba[cache_size=0.001,treshold=0.5] 0
LR_5_imba[cache_size=All,treshold=0.5] 0
LR_6[cache_size=0.001,treshold=0.5] 0
LR_6[cache_size=All,treshold=0.5] 0
LR_6_imba[cache_size=0.001,treshold=0.5] 0
LR_6_imba[cache_size=All,treshold=0.5] 0
LR_7[cache_size=0.001,treshold=0.3] 0
LR_7[cache_size=0.001,treshold=0.5] 0
LR_7[cache_size=0.001,treshold=0.6] 0
LR_7[cache_size=0.001,treshold=0.7] 0
LR_7[cache_size=0.001,treshold=0.8] 0
LR_7[cache_size=0.001,treshold=0.9] 100
LR_7[cache_size=All,treshold=0.3] 0
LR_7[cache_size=All,treshold=0.5] 0
LR_7[cache_size=All,treshold=0.6] 0
LR_7[cache_size=All,treshold=0.7] 0
LR_7[cache_size=All,treshold=0.8] 0
LR_7[cache_size=All,treshold=0.9] 0
LR_7_decay_rtime[cache_size=0.001,treshold=0.3] 0
LR_7_decay_rtime[cache_size=0.001,treshold=0.5] 0
LR_7_decay_rtime[cache_size=0.001,treshold=0.6] 0
LR_7_decay_rtime[cache_size=0.001,treshold=0.7] 0
LR_7_decay_rtime[cache_size=0.001,treshold=0.8] 0
LR_7_decay_rtime[cache_size=0.001,treshold=0.9] 100
LR_7_decay_rtime[cache_size=All,treshold=0.3] 0
LR_7_decay_rtime[cache_size=All,treshold=0.5] 0
LR_7_decay_rtime[cache_size=All,treshold=0.6] 20
LR_7_decay_rtime[cache_size=All,treshold=0.7] 0
LR_7_decay_rtime[cache_size=All,treshold=0.8] 0
LR_7_decay_rtime[cache_size=All,treshold=0.9] 0
LR_7_decay_vtime[cache_size=0.001,treshold=0.3] 0
LR_7_decay_vtime[cache_size=0.001,treshold=0.5] 0
LR_7_decay_vtime[cache_size=0.001,treshold=0.6] 0
LR_7_decay_vtime[cache_size=0.001,treshold=0.7] 0
LR_7_decay_vtime[cache_size=0.001,treshold=0.8] 0
LR_7_decay_vtime[cache_size=0.001,treshold=0.9] 0
LR_7_decay_vtime[cache_size=All,treshold=0.3] 0
LR_7_decay_vtime[cache_size=All,treshold=0.5] 0
LR_7_decay_vtime[cache_size=All,treshold=0.6] 0
LR_7_decay_vtime[cache_size=All,treshold=0.7] 0
LR_7_decay_vtime[cache_size=All,treshold=0.8] 0
LR_7_decay_vtime[cache_size=All,treshold=0.9] 0
LR_8[cache_size=0.001,treshold=0.3] 0
LR_8[cache_size=0.001,treshold=0.5] 0
LR_8[cache_size=0.001,treshold=0.6] 0
LR_8[cache_size=0.001,treshold=0.7] 0
LR_8[cache_size=0.001,treshold=0.8] 0
LR_8[cache_size=0.001,treshold=0.9] 100
LR_8[cache_size=All,treshold=0.3] 0
LR_8[cache_size=All,treshold=0.5] 0
LR_8[cache_size=All,treshold=0.6] 0
LR_8[cache_size=All,treshold=0.7] 0
LR_8[cache_size=All,treshold=0.8] 0
LR_8[cache_size=All,treshold=0.9] 0
LR_8_decay_rtime[cache_size=0.001,treshold=0.3] 0
LR_8_decay_rtime[cache_size=0.001,treshold=0.5] 0
LR_8_decay_rtime[cache_size=0.001,treshold=0.6] 0
LR_8_decay_rtime[cache_size=0.001,treshold=0.7] 0
LR_8_decay_rtime[cache_size=0.001,treshold=0.8] 0
LR_8_decay_rtime[cache_size=0.001,treshold=0.9] 100
LR_8_decay_rtime[cache_size=All,treshold=0.3] 0
LR_8_decay_rtime[cache_size=All,treshold=0.5] 0
LR_8_decay_rtime[cache_size=All,treshold=0.6] 20
LR_8_decay_rtime[cache_size=All,treshold=0.7] 0
LR_8_decay_rtime[cache_size=All,treshold=0.8] 0
LR_8_decay_rtime[cache_size=All,treshold=0.9] 0
LR_8_decay_vtime[cache_size=0.001,treshold=0.3] 0
LR_8_decay_vtime[cache_size=0.001,treshold=0.5] 0
LR_8_decay_vtime[cache_size=0.001,treshold=0.6] 0
LR_8_decay_vtime[cache_size=0.001,treshold=0.7] 0
LR_8_decay_vtime[cache_size=0.001,treshold=0.8] 0
LR_8_decay_vtime[cache_size=0.001,treshold=0.9] 0
LR_8_decay_vtime[cache_size=All,treshold=0.3] 0
LR_8_decay_vtime[cache_size=All,treshold=0.5] 0
LR_8_decay_vtime[cache_size=All,treshold=0.6] 0
LR_8_decay_vtime[cache_size=All,treshold=0.7] 0
LR_8_decay_vtime[cache_size=All,treshold=0.8] 0
LR_8_decay_vtime[cache_size=All,treshold=0.9] 0
LR_9[cache_size=0.001,treshold=0.3] 0
LR_9[cache_size=0.001,treshold=0.5] 0
LR_9[cache_size=0.001,treshold=0.6] 0
LR_9[cache_size=0.001,treshold=0.7] 0
LR_9[cache_size=0.001,treshold=0.8] 0
LR_9[cache_size=0.001,treshold=0.9] 100
LR_9[cache_size=All,treshold=0.3] 0
LR_9[cache_size=All,treshold=0.5] 0
LR_9[cache_size=All,treshold=0.6] 0
LR_9[cache_size=All,treshold=0.7] 0
LR_9[cache_size=All,treshold=0.8] 0
LR_9[cache_size=All,treshold=0.9] 0
LR_9_decay_rtime[cache_size=0.001,treshold=0.3] 0
LR_9_decay_rtime[cache_size=0.001,treshold=0.5] 0
LR_9_decay_rtime[cache_size=0.001,treshold=0.6] 0
LR_9_decay_rtime[cache_size=0.001,treshold=0.7] 0
LR_9_decay_rtime[cache_size=0.001,treshold=0.8] 0
LR_9_decay_rtime[cache_size=0.001,treshold=0.9] 100
LR_9_decay_rtime[cache_size=All,treshold=0.3] 0
LR_9_decay_rtime[cache_size=All,treshold=0.5] 0
LR_9_decay_rtime[cache_size=All,treshold=0.6] 20
LR_9_decay_rtime[cache_size=All,treshold=0.7] 0
LR_9_decay_rtime[cache_size=All,treshold=0.8] 0
LR_9_decay_rtime[cache_size=All,treshold=0.9] 0
LR_9_decay_vtime[cache_size=0.001,treshold=0.3] 0
LR_9_decay_vtime[cache_size=0.001,treshold=0.5] 0
LR_9_decay_vtime[cache_size=0.001,treshold=0.6] 0
LR_9_decay_vtime[cache_size=0.001,treshold=0.7] 0
LR_9_decay_vtime[cache_size=0.001,treshold=0.8] 0
LR_9_decay_vtime[cache_size=0.001,treshold=0.9] 0
LR_9_decay_vtime[cache_size=All,treshold=0.3] 0
LR_9_decay_vtime[cache_size=All,treshold=0.5] 0
LR_9_decay_vtime[cache_size=All,treshold=0.6] 0
LR_9_decay_vtime[cache_size=All,treshold=0.7] 0
LR_9_decay_vtime[cache_size=All,treshold=0.8] 0
LR_9_decay_vtime[cache_size=All,treshold=0.9] 0
LR_decay_rtime[cache_size=0.001,treshold=0.3] 0
LR_decay_rtime[cache_size=0.001,treshold=0.5] 0
LR_decay_rtime[cache_size=0.001,treshold=0.6] 0
LR_decay_rtime[cache_size=0.001,treshold=0.7] 0
LR_decay_rtime[cache_size=0.001,treshold=0.8] 0
LR_decay_rtime[cache_size=0.001,treshold=0.9] 0
LR_decay_rtime[cache_size=All,treshold=0.3] 0
LR_decay_rtime[cache_size=All,treshold=0.5] 0
LR_decay_rtime[cache_size=All,treshold=0.6] 0
LR_decay_rtime[cache_size=All,treshold=0.7] 0
LR_decay_rtime[cache_size=All,treshold=0.8] 0
LR_decay_rtime[cache_size=All,treshold=0.9] 0
LR_decay_vtime[cache_size=0.001,treshold=0.3] 0
LR_decay_vtime[cache_size=0.001,treshold=0.5] 0
LR_decay_vtime[cache_size=0.001,treshold=0.6] 0
LR_decay_vtime[cache_size=0.001,treshold=0.7] 0
LR_decay_vtime[cache_size=0.001,treshold=0.8] 0
LR_decay_vtime[cache_size=0.001,treshold=0.9] 0
LR_decay_vtime[cache_size=All,treshold=0.3] 0
LR_decay_vtime[cache_size=All,treshold=0.5] 0
LR_decay_vtime[cache_size=All,treshold=0.6] 0
LR_decay_vtime[cache_size=All,treshold=0.7] 0
LR_decay_vtime[cache_size=All,treshold=0.8] 0
LR_decay_vtime[cache_size=All,treshold=0.9] 0
LR_1[cache_size=0.01,treshold=0.5] 0
LR_1_log[cache_size=0.01,treshold=0.5] 0
LR_1_mean[cache_size=0.01,treshold=0.5] 0
LR_1_robust_scaler[cache_size=0.01,treshold=0.5] 0
LR_1_std_scaler[cache_size=0.01,treshold=0.5] 0
LR_2[cache_size=0.01,treshold=0.5] 0
LR_2_log[cache_size=0.01,treshold=0.5] 0
LR_2_mean[cache_size=0.01,treshold=0.5] 0
LR_3[cache_size=0.01,treshold=0.5] 0
LR_3_log[cache_size=0.01,treshold=0.5] 0
LR_3_mean[cache_size=0.01,treshold=0.5] 0
LR_4[cache_size=0.01,treshold=0.5] 0
LR_4_log[cache_size=0.01,treshold=0.5] 0
LR_4_mean[cache_size=0.01,treshold=0.5] 0
LR_4_robust_scaler[cache_size=0.01,treshold=0.5] 0
LR_4_std_scaler[cache_size=0.01,treshold=0.5] 0
LR_5[cache_size=0.01,treshold=0.5] 0
LR_5_imba[cache_size=0.01,treshold=0.5] 0
LR_6[cache_size=0.01,treshold=0.5] 0
LR_6_imba[cache_size=0.01,treshold=0.5] 0
LR_7[cache_size=0.01,treshold=0.3] 0
LR_7[cache_size=0.01,treshold=0.5] 0
LR_7[cache_size=0.01,treshold=0.6] 0
LR_7[cache_size=0.01,treshold=0.7] 0
LR_7[cache_size=0.01,treshold=0.8] 0
LR_7[cache_size=0.01,treshold=0.9] 100
LR_7_decay_rtime[cache_size=0.01,treshold=0.3] 0
LR_7_decay_rtime[cache_size=0.01,treshold=0.5] 0
LR_7_decay_rtime[cache_size=0.01,treshold=0.6] 0
LR_7_decay_rtime[cache_size=0.01,treshold=0.7] 0
LR_7_decay_rtime[cache_size=0.01,treshold=0.8] 0
LR_7_decay_rtime[cache_size=0.01,treshold=0.9] 20
LR_7_decay_vtime[cache_size=0.01,treshold=0.3] 0
LR_7_decay_vtime[cache_size=0.01,treshold=0.5] 0
LR_7_decay_vtime[cache_size=0.01,treshold=0.6] 0
LR_7_decay_vtime[cache_size=0.01,treshold=0.7] 0
LR_7_decay_vtime[cache_size=0.01,treshold=0.8] 0
LR_7_decay_vtime[cache_size=0.01,treshold=0.9] 0
LR_8[cache_size=0.01,treshold=0.3] 0
LR_8[cache_size=0.01,treshold=0.5] 0
LR_8[cache_size=0.01,treshold=0.6] 0
LR_8[cache_size=0.01,treshold=0.7] 0
LR_8[cache_size=0.01,treshold=0.8] 0
LR_8[cache_size=0.01,treshold=0.9] 100
LR_8_decay_rtime[cache_size=0.01,treshold=0.3] 0
LR_8_decay_rtime[cache_size=0.01,treshold=0.5] 0
LR_8_decay_rtime[cache_size=0.01,treshold=0.6] 0
LR_8_decay_rtime[cache_size=0.01,treshold=0.7] 0
LR_8_decay_rtime[cache_size=0.01,treshold=0.8] 0
LR_8_decay_rtime[cache_size=0.01,treshold=0.9] 100
LR_8_decay_vtime[cache_size=0.01,treshold=0.3] 0
LR_8_decay_vtime[cache_size=0.01,treshold=0.5] 0
LR_8_decay_vtime[cache_size=0.01,treshold=0.6] 0
LR_8_decay_vtime[cache_size=0.01,treshold=0.7] 0
LR_8_decay_vtime[cache_size=0.01,treshold=0.8] 0
LR_8_decay_vtime[cache_size=0.01,treshold=0.9] 0
LR_9[cache_size=0.01,treshold=0.3] 0
LR_9[cache_size=0.01,treshold=0.5] 0
LR_9[cache_size=0.01,treshold=0.6] 0
LR_9[cache_size=0.01,treshold=0.7] 0
LR_9[cache_size=0.01,treshold=0.8] 0
LR_9[cache_size=0.01,treshold=0.9] 100
LR_9_decay_rtime[cache_size=0.01,treshold=0.3] 0
LR_9_decay_rtime[cache_size=0.01,treshold=0.5] 0
LR_9_decay_rtime[cache_size=0.01,treshold=0.6] 0
LR_9_decay_rtime[cache_size=0.01,treshold=0.7] 0
LR_9_decay_rtime[cache_size=0.01,treshold=0.8] 0
LR_9_decay_rtime[cache_size=0.01,treshold=0.9] 0
LR_9_decay_vtime[cache_size=0.01,treshold=0.3] 0
LR_9_decay_vtime[cache_size=0.01,treshold=0.5] 0
LR_9_decay_vtime[cache_size=0.01,treshold=0.6] 0
LR_9_decay_vtime[cache_size=0.01,treshold=0.7] 0
LR_9_decay_vtime[cache_size=0.01,treshold=0.8] 0
LR_9_decay_vtime[cache_size=0.01,treshold=0.9] 0
LR_decay_rtime[cache_size=0.01,treshold=0.3] 0
LR_decay_rtime[cache_size=0.01,treshold=0.5] 0
LR_decay_rtime[cache_size=0.01,treshold=0.6] 0
LR_decay_rtime[cache_size=0.01,treshold=0.7] 0
LR_decay_rtime[cache_size=0.01,treshold=0.8] 0
LR_decay_rtime[cache_size=0.01,treshold=0.9] 0
LR_decay_vtime[cache_size=0.01,treshold=0.3] 0
LR_decay_vtime[cache_size=0.01,treshold=0.5] 0
LR_decay_vtime[cache_size=0.01,treshold=0.6] 0
LR_decay_vtime[cache_size=0.01,treshold=0.7] 0
LR_decay_vtime[cache_size=0.01,treshold=0.8] 0
LR_decay_vtime[cache_size=0.01,treshold=0.9] 0
LR_1[cache_size=0.1,treshold=0.5] 0
LR_1_log[cache_size=0.1,treshold=0.5] 0
LR_1_mean[cache_size=0.1,treshold=0.5] 0
LR_1_robust_scaler[cache_size=0.1,treshold=0.5] 0
LR_1_std_scaler[cache_size=0.1,treshold=0.5] 0
LR_2[cache_size=0.1,treshold=0.5] 0
LR_2_log[cache_size=0.1,treshold=0.5] 0
LR_2_mean[cache_size=0.1,treshold=0.5] 0
LR_3[cache_size=0.1,treshold=0.5] 0
LR_3_log[cache_size=0.1,treshold=0.5] 0
LR_3_mean[cache_size=0.1,treshold=0.5] 0
LR_4[cache_size=0.1,treshold=0.5] 0
LR_4_log[cache_size=0.1,treshold=0.5] 0
LR_4_mean[cache_size=0.1,treshold=0.5] 0
LR_4_robust_scaler[cache_size=0.1,treshold=0.5] 0
LR_4_std_scaler[cache_size=0.1,treshold=0.5] 0
LR_5[cache_size=0.1,treshold=0.5] 0
LR_5_imba[cache_size=0.1,treshold=0.5] 0
LR_6[cache_size=0.1,treshold=0.5] 0
LR_6_imba[cache_size=0.1,treshold=0.5] 0
LR_7[cache_size=0.1,treshold=0.3] 0
LR_7[cache_size=0.1,treshold=0.5] 0
LR_7[cache_size=0.1,treshold=0.6] 0
LR_7[cache_size=0.1,treshold=0.7] 0
LR_7[cache_size=0.1,treshold=0.8] 0
LR_7[cache_size=0.1,treshold=0.9] 0
LR_7_decay_rtime[cache_size=0.1,treshold=0.3] 0
LR_7_decay_rtime[cache_size=0.1,treshold=0.5] 0
LR_7_decay_rtime[cache_size=0.1,treshold=0.6] 0
LR_7_decay_rtime[cache_size=0.1,treshold=0.7] 0
LR_7_decay_rtime[cache_size=0.1,treshold=0.8] 0
LR_7_decay_rtime[cache_size=0.1,treshold=0.9] 0
LR_7_decay_vtime[cache_size=0.1,treshold=0.3] 0
LR_7_decay_vtime[cache_size=0.1,treshold=0.5] 0
LR_7_decay_vtime[cache_size=0.1,treshold=0.6] 0
LR_7_decay_vtime[cache_size=0.1,treshold=0.7] 0
LR_7_decay_vtime[cache_size=0.1,treshold=0.8] 0
LR_7_decay_vtime[cache_size=0.1,treshold=0.9] 0
LR_8[cache_size=0.1,treshold=0.3] 0
LR_8[cache_size=0.1,treshold=0.5] 0
LR_8[cache_size=0.1,treshold=0.6] 0
LR_8[cache_size=0.1,treshold=0.7] 0
LR_8[cache_size=0.1,treshold=0.8] 0
LR_8[cache_size=0.1,treshold=0.9] 0
LR_8_decay_rtime[cache_size=0.1,treshold=0.3] 0
LR_8_decay_rtime[cache_size=0.1,treshold=0.5] 0
LR_8_decay_rtime[cache_size=0.1,treshold=0.6] 0
LR_8_decay_rtime[cache_size=0.1,treshold=0.7] 0
LR_8_decay_rtime[cache_size=0.1,treshold=0.8] 0
LR_8_decay_rtime[cache_size=0.1,treshold=0.9] 0
LR_8_decay_vtime[cache_size=0.1,treshold=0.3] 0
LR_8_decay_vtime[cache_size=0.1,treshold=0.5] 0
LR_8_decay_vtime[cache_size=0.1,treshold=0.6] 0
LR_8_decay_vtime[cache_size=0.1,treshold=0.7] 0
LR_8_decay_vtime[cache_size=0.1,treshold=0.8] 0
LR_8_decay_vtime[cache_size=0.1,treshold=0.9] 0
LR_9[cache_size=0.1,treshold=0.3] 0
LR_9[cache_size=0.1,treshold=0.5] 0
LR_9[cache_size=0.1,treshold=0.6] 0
LR_9[cache_size=0.1,treshold=0.7] 0
LR_9[cache_size=0.1,treshold=0.8] 0
LR_9[cache_size=0.1,treshold=0.9] 0
LR_9_decay_rtime[cache_size=0.1,treshold=0.3] 0
LR_9_decay_rtime[cache_size=0.1,treshold=0.5] 0
LR_9_decay_rtime[cache_size=0.1,treshold=0.6] 0
LR_9_decay_rtime[cache_size=0.1,treshold=0.7] 0
LR_9_decay_rtime[cache_size=0.1,treshold=0.8] 0
LR_9_decay_rtime[cache_size=0.1,treshold=0.9] 0
LR_9_decay_vtime[cache_size=0.1,treshold=0.3] 0
LR_9_decay_vtime[cache_size=0.1,treshold=0.5] 0
LR_9_decay_vtime[cache_size=0.1,treshold=0.6] 0
LR_9_decay_vtime[cache_size=0.1,treshold=0.7] 0
LR_9_decay_vtime[cache_size=0.1,treshold=0.8] 0
LR_9_decay_vtime[cache_size=0.1,treshold=0.9] 0
LR_decay_rtime[cache_size=0.1,treshold=0.3] 0
LR_decay_rtime[cache_size=0.1,treshold=0.5] 0
LR_decay_rtime[cache_size=0.1,treshold=0.6] 0
LR_decay_rtime[cache_size=0.1,treshold=0.7] 0
LR_decay_rtime[cache_size=0.1,treshold=0.8] 0
LR_decay_rtime[cache_size=0.1,treshold=0.9] 0
LR_decay_vtime[cache_size=0.1,treshold=0.3] 0
LR_decay_vtime[cache_size=0.1,treshold=0.5] 0
LR_decay_vtime[cache_size=0.1,treshold=0.6] 0
LR_decay_vtime[cache_size=0.1,treshold=0.7] 0
LR_decay_vtime[cache_size=0.1,treshold=0.8] 0
LR_decay_vtime[cache_size=0.1,treshold=0.9] 0
LR_1[cache_size=0.2,treshold=0.5] 0
LR_1_log[cache_size=0.2,treshold=0.5] 0
LR_1_mean[cache_size=0.2,treshold=0.5] 0
LR_1_robust_scaler[cache_size=0.2,treshold=0.5] 0
LR_1_std_scaler[cache_size=0.2,treshold=0.5] 0
LR_2[cache_size=0.2,treshold=0.5] 0
LR_2_log[cache_size=0.2,treshold=0.5] 0
LR_2_mean[cache_size=0.2,treshold=0.5] 0
LR_3[cache_size=0.2,treshold=0.5] 0
LR_3_log[cache_size=0.2,treshold=0.5] 0
LR_3_mean[cache_size=0.2,treshold=0.5] 0
LR_4[cache_size=0.2,treshold=0.5] 0
LR_4_log[cache_size=0.2,treshold=0.5] 0
LR_4_mean[cache_size=0.2,treshold=0.5] 0
LR_4_robust_scaler[cache_size=0.2,treshold=0.5] 0
LR_4_std_scaler[cache_size=0.2,treshold=0.5] 0
LR_5[cache_size=0.2,treshold=0.5] 0
LR_5_imba[cache_size=0.2,treshold=0.5] 0
LR_6[cache_size=0.2,treshold=0.5] 0
LR_6_imba[cache_size=0.2,treshold=0.5] 0
LR_7[cache_size=0.2,treshold=0.3] 0
LR_7[cache_size=0.2,treshold=0.5] 0
LR_7[cache_size=0.2,treshold=0.6] 0
LR_7[cache_size=0.2,treshold=0.7] 0
LR_7[cache_size=0.2,treshold=0.8] 0
LR_7[cache_size=0.2,treshold=0.9] 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.3] 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.5] 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.6] 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.7] 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.8] 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.9] 0
LR_7_decay_vtime[cache_size=0.2,treshold=0.3] 0
LR_7_decay_vtime[cache_size=0.2,treshold=0.5] 0
LR_7_decay_vtime[cache_size=0.2,treshold=0.6] 0
LR_7_decay_vtime[cache_size=0.2,treshold=0.7] 0
LR_7_decay_vtime[cache_size=0.2,treshold=0.8] 0
LR_7_decay_vtime[cache_size=0.2,treshold=0.9] 0
LR_8[cache_size=0.2,treshold=0.3] 0
LR_8[cache_size=0.2,treshold=0.5] 0
LR_8[cache_size=0.2,treshold=0.6] 0
LR_8[cache_size=0.2,treshold=0.7] 0
LR_8[cache_size=0.2,treshold=0.8] 0
LR_8[cache_size=0.2,treshold=0.9] 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.3] 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.5] 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.6] 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.7] 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.8] 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.9] 0
LR_8_decay_vtime[cache_size=0.2,treshold=0.3] 0
LR_8_decay_vtime[cache_size=0.2,treshold=0.5] 0
LR_8_decay_vtime[cache_size=0.2,treshold=0.6] 0
LR_8_decay_vtime[cache_size=0.2,treshold=0.7] 0
LR_8_decay_vtime[cache_size=0.2,treshold=0.8] 0
LR_8_decay_vtime[cache_size=0.2,treshold=0.9] 0
LR_9[cache_size=0.2,treshold=0.3] 0
LR_9[cache_size=0.2,treshold=0.5] 0
LR_9[cache_size=0.2,treshold=0.6] 0
LR_9[cache_size=0.2,treshold=0.7] 0
LR_9[cache_size=0.2,treshold=0.8] 0
LR_9[cache_size=0.2,treshold=0.9] 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.3] 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.5] 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.6] 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.7] 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.8] 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.9] 0
LR_9_decay_vtime[cache_size=0.2,treshold=0.3] 0
LR_9_decay_vtime[cache_size=0.2,treshold=0.5] 0
LR_9_decay_vtime[cache_size=0.2,treshold=0.6] 0
LR_9_decay_vtime[cache_size=0.2,treshold=0.7] 0
LR_9_decay_vtime[cache_size=0.2,treshold=0.8] 0
LR_9_decay_vtime[cache_size=0.2,treshold=0.9] 0
LR_decay_rtime[cache_size=0.2,treshold=0.3] 0
LR_decay_rtime[cache_size=0.2,treshold=0.5] 0
LR_decay_rtime[cache_size=0.2,treshold=0.6] 0
LR_decay_rtime[cache_size=0.2,treshold=0.7] 0
LR_decay_rtime[cache_size=0.2,treshold=0.8] 0
LR_decay_rtime[cache_size=0.2,treshold=0.9] 0
LR_decay_vtime[cache_size=0.2,treshold=0.3] 0
LR_decay_vtime[cache_size=0.2,treshold=0.5] 0
LR_decay_vtime[cache_size=0.2,treshold=0.6] 0
LR_decay_vtime[cache_size=0.2,treshold=0.7] 0
LR_decay_vtime[cache_size=0.2,treshold=0.8] 0
LR_decay_vtime[cache_size=0.2,treshold=0.9] 0
LR_1[cache_size=0.4,treshold=0.5] 0
LR_1_log[cache_size=0.4,treshold=0.5] 0
LR_1_mean[cache_size=0.4,treshold=0.5] 0
LR_1_robust_scaler[cache_size=0.4,treshold=0.5] 0
LR_1_std_scaler[cache_size=0.4,treshold=0.5] 0
LR_2[cache_size=0.4,treshold=0.5] 0
LR_2_log[cache_size=0.4,treshold=0.5] 0
LR_2_mean[cache_size=0.4,treshold=0.5] 0
LR_3[cache_size=0.4,treshold=0.5] 0
LR_3_log[cache_size=0.4,treshold=0.5] 0
LR_3_mean[cache_size=0.4,treshold=0.5] 0
LR_4[cache_size=0.4,treshold=0.5] 0
LR_4_log[cache_size=0.4,treshold=0.5] 0
LR_4_mean[cache_size=0.4,treshold=0.5] 0
LR_4_robust_scaler[cache_size=0.4,treshold=0.5] 0
LR_4_std_scaler[cache_size=0.4,treshold=0.5] 0
LR_5[cache_size=0.4,treshold=0.5] 0
LR_5_imba[cache_size=0.4,treshold=0.5] 0
LR_6[cache_size=0.4,treshold=0.5] 0
LR_6_imba[cache_size=0.4,treshold=0.5] 0
LR_7[cache_size=0.4,treshold=0.3] 0
LR_7[cache_size=0.4,treshold=0.5] 0
LR_7[cache_size=0.4,treshold=0.6] 0
LR_7[cache_size=0.4,treshold=0.7] 0
LR_7[cache_size=0.4,treshold=0.8] 0
LR_7[cache_size=0.4,treshold=0.9] 0
LR_7_decay_rtime[cache_size=0.4,treshold=0.3] 0
LR_7_decay_rtime[cache_size=0.4,treshold=0.5] 0
LR_7_decay_rtime[cache_size=0.4,treshold=0.6] 0
LR_7_decay_rtime[cache_size=0.4,treshold=0.7] 0
LR_7_decay_rtime[cache_size=0.4,treshold=0.8] 0
LR_7_decay_rtime[cache_size=0.4,treshold=0.9] 0
LR_7_decay_vtime[cache_size=0.4,treshold=0.3] 0
LR_7_decay_vtime[cache_size=0.4,treshold=0.5] 0
LR_7_decay_vtime[cache_size=0.4,treshold=0.6] 0
LR_7_decay_vtime[cache_size=0.4,treshold=0.7] 0
LR_7_decay_vtime[cache_size=0.4,treshold=0.8] 0
LR_7_decay_vtime[cache_size=0.4,treshold=0.9] 0
LR_8[cache_size=0.4,treshold=0.3] 0
LR_8[cache_size=0.4,treshold=0.5] 0
LR_8[cache_size=0.4,treshold=0.6] 0
LR_8[cache_size=0.4,treshold=0.7] 0
LR_8[cache_size=0.4,treshold=0.8] 0
LR_8[cache_size=0.4,treshold=0.9] 0
LR_8_decay_rtime[cache_size=0.4,treshold=0.3] 0
LR_8_decay_rtime[cache_size=0.4,treshold=0.5] 0
LR_8_decay_rtime[cache_size=0.4,treshold=0.6] 0
LR_8_decay_rtime[cache_size=0.4,treshold=0.7] 0
LR_8_decay_rtime[cache_size=0.4,treshold=0.8] 0
LR_8_decay_rtime[cache_size=0.4,treshold=0.9] 0
LR_8_decay_vtime[cache_size=0.4,treshold=0.3] 0
LR_8_decay_vtime[cache_size=0.4,treshold=0.5] 0
LR_8_decay_vtime[cache_size=0.4,treshold=0.6] 0
LR_8_decay_vtime[cache_size=0.4,treshold=0.7] 0
LR_8_decay_vtime[cache_size=0.4,treshold=0.8] 0
LR_8_decay_vtime[cache_size=0.4,treshold=0.9] 0
LR_9[cache_size=0.4,treshold=0.3] 0
LR_9[cache_size=0.4,treshold=0.5] 0
LR_9[cache_size=0.4,treshold=0.6] 0
LR_9[cache_size=0.4,treshold=0.7] 0
LR_9[cache_size=0.4,treshold=0.8] 0
LR_9[cache_size=0.4,treshold=0.9] 0
LR_9_decay_rtime[cache_size=0.4,treshold=0.3] 0
LR_9_decay_rtime[cache_size=0.4,treshold=0.5] 0
LR_9_decay_rtime[cache_size=0.4,treshold=0.6] 0
LR_9_decay_rtime[cache_size=0.4,treshold=0.7] 0
LR_9_decay_rtime[cache_size=0.4,treshold=0.8] 0
LR_9_decay_rtime[cache_size=0.4,treshold=0.9] 0
LR_9_decay_vtime[cache_size=0.4,treshold=0.3] 0
LR_9_decay_vtime[cache_size=0.4,treshold=0.5] 0
LR_9_decay_vtime[cache_size=0.4,treshold=0.6] 0
LR_9_decay_vtime[cache_size=0.4,treshold=0.7] 0
LR_9_decay_vtime[cache_size=0.4,treshold=0.8] 0
LR_9_decay_vtime[cache_size=0.4,treshold=0.9] 0
LR_decay_rtime[cache_size=0.4,treshold=0.3] 0
LR_decay_rtime[cache_size=0.4,treshold=0.5] 0
LR_decay_rtime[cache_size=0.4,treshold=0.6] 0
LR_decay_rtime[cache_size=0.4,treshold=0.7] 0
LR_decay_rtime[cache_size=0.4,treshold=0.8] 0
LR_decay_rtime[cache_size=0.4,treshold=0.9] 0
LR_decay_vtime[cache_size=0.4,treshold=0.3] 0
LR_decay_vtime[cache_size=0.4,treshold=0.5] 0
LR_decay_vtime[cache_size=0.4,treshold=0.6] 0
LR_decay_vtime[cache_size=0.4,treshold=0.7] 0
LR_decay_vtime[cache_size=0.4,treshold=0.8] 0
LR_decay_vtime[cache_size=0.4,treshold=0.9] 0
Offline Clock 1st iteration 0
Offline Clock 2nd iteration 100
Zipf Optimal Distribution 100

Promotion Reduced (%)

Model Max Min Avg Mdn
LR_1[cache_size=0.001,treshold=0.5] 55.2612 55.2205 55.2364 55.2312
LR_1[cache_size=All,treshold=0.5] 91.4718 0 49.3399 70.7458
LR_1_log[cache_size=0.001,treshold=0.5] 48.2013 48.1581 48.182 48.1861
LR_1_log[cache_size=All,treshold=0.5] 79.151 11.676 55.465 68.7038
LR_1_mean[cache_size=0.001,treshold=0.5] 52.3269 51.9306 52.1619 52.2138
LR_1_mean[cache_size=All,treshold=0.5] 98.9308 5.82523 66.6283 90.6499
LR_1_robust_scaler[cache_size=0.001,treshold=0.5] 55.258 55.2176 55.2332 55.2285
LR_1_robust_scaler[cache_size=All,treshold=0.5] 93.1924 1.23205 56.8117 81.7051
LR_1_std_scaler[cache_size=0.001,treshold=0.5] 55.2527 55.2119 55.2281 55.2235
LR_1_std_scaler[cache_size=All,treshold=0.5] 93.185 1.2357 56.8121 81.6936
LR_2[cache_size=0.001,treshold=0.5] 45.8362 45.8061 45.8199 45.8217
LR_2[cache_size=All,treshold=0.5] 81.3849 0 32.0491 19.3932
LR_2_log[cache_size=0.001,treshold=0.5] 58.5159 58.4782 58.4942 58.4946
LR_2_log[cache_size=All,treshold=0.5] 87.9602 1.13336 55.0923 71.1151
LR_2_mean[cache_size=0.001,treshold=0.5] 57.4971 57.4233 57.464 57.4607
LR_2_mean[cache_size=All,treshold=0.5] 97.165 0 54.9107 84.737
LR_3[cache_size=0.001,treshold=0.5] 48.7178 48.6766 48.6986 48.7033
LR_3[cache_size=All,treshold=0.5] 81.3851 0 32.0492 19.3917
LR_3_log[cache_size=0.001,treshold=0.5] 53.9702 53.9394 53.9527 53.9537
LR_3_log[cache_size=All,treshold=0.5] 87.4379 0.990202 54.2743 69.868
LR_3_mean[cache_size=0.001,treshold=0.5] 52.7859 52.6834 52.7408 52.7562
LR_3_mean[cache_size=All,treshold=0.5] 96.8811 0 54.4539 83.3494
LR_4[cache_size=0.001,treshold=0.5] 54.387 54.3278 54.3485 54.3469
LR_4[cache_size=All,treshold=0.5] 80.8001 11.925 61.1372 70.9355
LR_4_log[cache_size=0.001,treshold=0.5] 49.3725 49.3181 49.337 49.3278
LR_4_log[cache_size=All,treshold=0.5] 58.3114 28.941 50.0822 57.16
LR_4_mean[cache_size=0.001,treshold=0.5] 52.5371 52.1425 52.3659 52.4227
LR_4_mean[cache_size=All,treshold=0.5] 73.5403 18.3429 58.2695 68.0734
LR_4_robust_scaler[cache_size=0.001,treshold=0.5] 54.3895 54.331 54.3521 54.3513
LR_4_robust_scaler[cache_size=All,treshold=0.5] 80.8043 11.9283 61.1401 70.9347
LR_4_std_scaler[cache_size=0.001,treshold=0.5] 54.3769 54.3175 54.3394 54.3388
LR_4_std_scaler[cache_size=All,treshold=0.5] 80.8721 11.9649 61.1833 70.9298
LR_5[cache_size=0.001,treshold=0.5] 54.4612 54.41 54.4331 54.4409
LR_5[cache_size=All,treshold=0.5] 80.8047 11.9376 61.1427 70.9327
LR_5_imba[cache_size=0.001,treshold=0.5] 41.9916 41.9597 41.9765 41.9822
LR_5_imba[cache_size=All,treshold=0.5] 47.6865 0 13.467 0
LR_6[cache_size=0.001,treshold=0.5] 54.4628 54.4108 54.4344 54.4422
LR_6[cache_size=All,treshold=0.5] 80.815 11.9411 61.1499 70.9319
LR_6_imba[cache_size=0.001,treshold=0.5] 42.0083 41.9765 41.9933 41.9986
LR_6_imba[cache_size=All,treshold=0.5] 47.6765 0 13.4543 0
LR_7[cache_size=0.001,treshold=0.3] 69.3839 69.3614 69.3742 69.3748
LR_7[cache_size=0.001,treshold=0.5] 55.0665 55.0078 55.0368 55.0426
LR_7[cache_size=0.001,treshold=0.6] 44.7721 44.7306 44.7498 44.7505
LR_7[cache_size=0.001,treshold=0.7] 30.4216 30.3858 30.4051 30.4041
LR_7[cache_size=0.001,treshold=0.8] 10.7908 10.7669 10.7769 10.7716
LR_7[cache_size=0.001,treshold=0.9] 2.08557 2.06788 2.08039 2.08282
LR_7[cache_size=All,treshold=0.3] 99.2331 66.7883 92.2094 99.1289
LR_7[cache_size=All,treshold=0.5] 96.6699 6.58047 74.0728 95.2709
LR_7[cache_size=All,treshold=0.6] 0 0 0 0
LR_7[cache_size=All,treshold=0.7] 0 0 0 0
LR_7[cache_size=All,treshold=0.8] 0 0 0 0
LR_7[cache_size=All,treshold=0.9] 0 0 0 0
LR_7_decay_rtime[cache_size=0.001,treshold=0.3] 63.7723 63.7447 63.7614 63.7634
LR_7_decay_rtime[cache_size=0.001,treshold=0.5] 51.8287 51.7646 51.8062 51.8238
LR_7_decay_rtime[cache_size=0.001,treshold=0.6] 43.9311 43.8569 43.8862 43.8861
LR_7_decay_rtime[cache_size=0.001,treshold=0.7] 33.6236 33.5543 33.5817 33.5776
LR_7_decay_rtime[cache_size=0.001,treshold=0.8] 19.8305 19.8054 19.8143 19.8134
LR_7_decay_rtime[cache_size=0.001,treshold=0.9] 3.02057 3.00569 3.01369 3.01631
LR_7_decay_rtime[cache_size=All,treshold=0.3] 99.6086 64.3411 90.3119 97.1406
LR_7_decay_rtime[cache_size=All,treshold=0.5] 95.6764 14.0794 71.5731 85.8997
LR_7_decay_rtime[cache_size=All,treshold=0.6] 1.38519 0.121896 0.592158 0.501046
LR_7_decay_rtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_7_decay_rtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_7_decay_rtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_7_decay_vtime[cache_size=0.001,treshold=0.3] 57.6793 57.6562 57.6692 57.6723
LR_7_decay_vtime[cache_size=0.001,treshold=0.5] 30.542 30.4913 30.5188 30.5186
LR_7_decay_vtime[cache_size=0.001,treshold=0.6] 2.39192 2.37629 2.38281 2.38204
LR_7_decay_vtime[cache_size=0.001,treshold=0.7] 0 0 0 0
LR_7_decay_vtime[cache_size=0.001,treshold=0.8] 0 0 0 0
LR_7_decay_vtime[cache_size=0.001,treshold=0.9] 0 0 0 0
LR_7_decay_vtime[cache_size=All,treshold=0.3] 99.9916 68.2022 93.4506 99.9383
LR_7_decay_vtime[cache_size=All,treshold=0.5] 98.7444 0 65.1959 92.8832
LR_7_decay_vtime[cache_size=All,treshold=0.6] 0 0 0 0
LR_7_decay_vtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_7_decay_vtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_7_decay_vtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_8[cache_size=0.001,treshold=0.3] 70.2804 70.264 70.2712 70.2708
LR_8[cache_size=0.001,treshold=0.5] 54.6318 54.584 54.6119 54.6171
LR_8[cache_size=0.001,treshold=0.6] 43.4294 43.3924 43.414 43.4207
LR_8[cache_size=0.001,treshold=0.7] 29.4672 29.433 29.454 29.4546
LR_8[cache_size=0.001,treshold=0.8] 11.7258 11.7036 11.7137 11.7074
LR_8[cache_size=0.001,treshold=0.9] 1.95965 1.93887 1.95192 1.95418
LR_8[cache_size=All,treshold=0.3] 99.2281 67.5488 92.3776 99.1269
LR_8[cache_size=All,treshold=0.5] 96.5693 5.51532 72.8871 94.775
LR_8[cache_size=All,treshold=0.6] 0 0 0 0
LR_8[cache_size=All,treshold=0.7] 0 0 0 0
LR_8[cache_size=All,treshold=0.8] 0 0 0 0
LR_8[cache_size=All,treshold=0.9] 0 0 0 0
LR_8_decay_rtime[cache_size=0.001,treshold=0.3] 64.198 64.1684 64.1875 64.1905
LR_8_decay_rtime[cache_size=0.001,treshold=0.5] 52.0211 51.9656 51.9937 52.0023
LR_8_decay_rtime[cache_size=0.001,treshold=0.6] 43.8978 43.8406 43.8639 43.86
LR_8_decay_rtime[cache_size=0.001,treshold=0.7] 33.1663 33.1131 33.1335 33.1271
LR_8_decay_rtime[cache_size=0.001,treshold=0.8] 19.1421 19.1127 19.1243 19.1211
LR_8_decay_rtime[cache_size=0.001,treshold=0.9] 3.0651 3.04821 3.05655 3.05728
LR_8_decay_rtime[cache_size=All,treshold=0.3] 99.6062 64.4756 90.3276 97.1237
LR_8_decay_rtime[cache_size=All,treshold=0.5] 96.0012 14.6096 71.6421 85.7988
LR_8_decay_rtime[cache_size=All,treshold=0.6] 1.45088 0.198555 0.597194 0.460685
LR_8_decay_rtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_8_decay_rtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_8_decay_rtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_8_decay_vtime[cache_size=0.001,treshold=0.3] 57.8983 57.8834 57.891 57.8913
LR_8_decay_vtime[cache_size=0.001,treshold=0.5] 31.3772 31.3345 31.361 31.3635
LR_8_decay_vtime[cache_size=0.001,treshold=0.6] 0.608423 0.601242 0.603422 0.602323
LR_8_decay_vtime[cache_size=0.001,treshold=0.7] 0 0 0 0
LR_8_decay_vtime[cache_size=0.001,treshold=0.8] 0 0 0 0
LR_8_decay_vtime[cache_size=0.001,treshold=0.9] 0 0 0 0
LR_8_decay_vtime[cache_size=All,treshold=0.3] 99.9952 69.2921 93.7038 99.9593
LR_8_decay_vtime[cache_size=All,treshold=0.5] 95.8741 0 52.8013 78.3605
LR_8_decay_vtime[cache_size=All,treshold=0.6] 0 0 0 0
LR_8_decay_vtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_8_decay_vtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_8_decay_vtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_9[cache_size=0.001,treshold=0.3] 69.4067 69.3914 69.4012 69.4034
LR_9[cache_size=0.001,treshold=0.5] 54.7783 54.719 54.7512 54.7566
LR_9[cache_size=0.001,treshold=0.6] 44.4575 44.4136 44.435 44.4393
LR_9[cache_size=0.001,treshold=0.7] 30.3545 30.3241 30.3427 30.3407
LR_9[cache_size=0.001,treshold=0.8] 11.4069 11.3961 11.401 11.399
LR_9[cache_size=0.001,treshold=0.9] 2.0927 2.07646 2.08734 2.08817
LR_9[cache_size=All,treshold=0.3] 99.2329 67.4621 92.3623 99.1293
LR_9[cache_size=All,treshold=0.5] 96.602 4.77935 72.7267 94.7841
LR_9[cache_size=All,treshold=0.6] 0 0 0 0
LR_9[cache_size=All,treshold=0.7] 0 0 0 0
LR_9[cache_size=All,treshold=0.8] 0 0 0 0
LR_9[cache_size=All,treshold=0.9] 0 0 0 0
LR_9_decay_rtime[cache_size=0.001,treshold=0.3] 63.8619 63.8363 63.8523 63.8561
LR_9_decay_rtime[cache_size=0.001,treshold=0.5] 51.798 51.7437 51.7777 51.7924
LR_9_decay_rtime[cache_size=0.001,treshold=0.6] 43.8557 43.789 43.8162 43.8142
LR_9_decay_rtime[cache_size=0.001,treshold=0.7] 33.5368 33.479 33.5007 33.5005
LR_9_decay_rtime[cache_size=0.001,treshold=0.8] 19.8162 19.792 19.8024 19.8039
LR_9_decay_rtime[cache_size=0.001,treshold=0.9] 3.39395 3.37998 3.38667 3.38732
LR_9_decay_rtime[cache_size=All,treshold=0.3] 99.6077 64.5471 90.3469 97.1341
LR_9_decay_rtime[cache_size=All,treshold=0.5] 96.4285 14.7149 71.7297 85.8885
LR_9_decay_rtime[cache_size=All,treshold=0.6] 1.35039 0.218904 0.545211 0.378062
LR_9_decay_rtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_9_decay_rtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_9_decay_rtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_9_decay_vtime[cache_size=0.001,treshold=0.3] 59.4995 59.4816 59.4904 59.4901
LR_9_decay_vtime[cache_size=0.001,treshold=0.5] 35.6049 35.5532 35.5793 35.5799
LR_9_decay_vtime[cache_size=0.001,treshold=0.6] 1.17045 1.15836 1.16238 1.16027
LR_9_decay_vtime[cache_size=0.001,treshold=0.7] 0 0 0 0
LR_9_decay_vtime[cache_size=0.001,treshold=0.8] 0 0 0 0
LR_9_decay_vtime[cache_size=0.001,treshold=0.9] 0 0 0 0
LR_9_decay_vtime[cache_size=All,treshold=0.3] 99.9956 69.535 93.7683 99.9632
LR_9_decay_vtime[cache_size=All,treshold=0.5] 96.9075 0 54.5251 83.4524
LR_9_decay_vtime[cache_size=All,treshold=0.6] 0 0 0 0
LR_9_decay_vtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_9_decay_vtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_9_decay_vtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_decay_rtime[cache_size=0.001,treshold=0.3] 95.2349 95.2254 95.2315 95.2331
LR_decay_rtime[cache_size=0.001,treshold=0.5] 66.7228 66.71 66.7137 66.7117
LR_decay_rtime[cache_size=0.001,treshold=0.6] 0 0 0 0
LR_decay_rtime[cache_size=0.001,treshold=0.7] 0 0 0 0
LR_decay_rtime[cache_size=0.001,treshold=0.8] 0 0 0 0
LR_decay_rtime[cache_size=0.001,treshold=0.9] 0 0 0 0
LR_decay_rtime[cache_size=All,treshold=0.3] 99.4069 84.7432 93.5844 95.7075
LR_decay_rtime[cache_size=All,treshold=0.5] 94.705 21.0668 59.9051 70.3468
LR_decay_rtime[cache_size=All,treshold=0.6] 0 0 0 0
LR_decay_rtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_decay_rtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_decay_rtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_decay_vtime[cache_size=0.001,treshold=0.3] 49.8782 49.8426 49.8615 49.866
LR_decay_vtime[cache_size=0.001,treshold=0.5] 21.0998 21.0668 21.0762 21.0698
LR_decay_vtime[cache_size=0.001,treshold=0.6] 0 0 0 0
LR_decay_vtime[cache_size=0.001,treshold=0.7] 0 0 0 0
LR_decay_vtime[cache_size=0.001,treshold=0.8] 0 0 0 0
LR_decay_vtime[cache_size=0.001,treshold=0.9] 0 0 0 0
LR_decay_vtime[cache_size=All,treshold=0.3] 99.94 58.9439 90.5063 99.5677
LR_decay_vtime[cache_size=All,treshold=0.5] 0 0 0 0
LR_decay_vtime[cache_size=All,treshold=0.6] 0 0 0 0
LR_decay_vtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_decay_vtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_decay_vtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_1[cache_size=0.01,treshold=0.5] 54.1189 54.0982 54.1064 54.1065
LR_1_log[cache_size=0.01,treshold=0.5] 49.0082 48.9813 48.9945 48.9949
LR_1_mean[cache_size=0.01,treshold=0.5] 53.7278 53.2604 53.5578 53.6823
LR_1_robust_scaler[cache_size=0.01,treshold=0.5] 54.1265 54.103 54.1129 54.1133
LR_1_std_scaler[cache_size=0.01,treshold=0.5] 54.1292 54.1063 54.116 54.1168
LR_2[cache_size=0.01,treshold=0.5] 45.8245 45.7926 45.8099 45.8127
LR_2_log[cache_size=0.01,treshold=0.5] 58.0402 57.9786 58.0084 58.0127
LR_2_mean[cache_size=0.01,treshold=0.5] 57.8796 57.8278 57.8543 57.8521
LR_3[cache_size=0.01,treshold=0.5] 45.633 45.6 45.6171 45.6197
LR_3_log[cache_size=0.01,treshold=0.5] 57.4241 57.3728 57.3967 57.4004
LR_3_mean[cache_size=0.01,treshold=0.5] 57.2164 57.1678 57.1952 57.1968
LR_4[cache_size=0.01,treshold=0.5] 53.9201 53.9058 53.912 53.9113
LR_4_log[cache_size=0.01,treshold=0.5] 50.1762 50.1481 50.163 50.164
LR_4_mean[cache_size=0.01,treshold=0.5] 54.3545 53.9765 54.2102 54.3158
LR_4_robust_scaler[cache_size=0.01,treshold=0.5] 53.9261 53.9111 53.9172 53.9157
LR_4_std_scaler[cache_size=0.01,treshold=0.5] 53.9213 53.9068 53.9127 53.9113
LR_5[cache_size=0.01,treshold=0.5] 53.9286 53.9138 53.9211 53.9193
LR_5_imba[cache_size=0.01,treshold=0.5] 41.3928 41.358 41.3713 41.3662
LR_6[cache_size=0.01,treshold=0.5] 53.9196 53.9049 53.9117 53.9102
LR_6_imba[cache_size=0.01,treshold=0.5] 41.4103 41.3748 41.3892 41.384
LR_7[cache_size=0.01,treshold=0.3] 68.8959 68.8611 68.8799 68.8839
LR_7[cache_size=0.01,treshold=0.5] 54.3901 54.3474 54.3671 54.3647
LR_7[cache_size=0.01,treshold=0.6] 44.4902 44.4516 44.4727 44.4755
LR_7[cache_size=0.01,treshold=0.7] 31.1963 31.1736 31.1881 31.1898
LR_7[cache_size=0.01,treshold=0.8] 13.1008 13.0903 13.095 13.0926
LR_7[cache_size=0.01,treshold=0.9] 1.55324 1.54283 1.54949 1.55177
LR_7_decay_rtime[cache_size=0.01,treshold=0.3] 64.1015 64.0714 64.0835 64.0825
LR_7_decay_rtime[cache_size=0.01,treshold=0.5] 51.4855 51.4362 51.4671 51.4705
LR_7_decay_rtime[cache_size=0.01,treshold=0.6] 42.9335 42.9174 42.9284 42.9304
LR_7_decay_rtime[cache_size=0.01,treshold=0.7] 31.5621 31.519 31.5389 31.5347
LR_7_decay_rtime[cache_size=0.01,treshold=0.8] 16.2496 16.2253 16.2388 16.24
LR_7_decay_rtime[cache_size=0.01,treshold=0.9] 0.00269168 0.00214565 0.00238888 0.00232696
LR_7_decay_vtime[cache_size=0.01,treshold=0.3] 0.0582007 0.0548034 0.0567828 0.057475
LR_7_decay_vtime[cache_size=0.01,treshold=0.5] 0.0132501 0.0117244 0.0124865 0.0125541
LR_7_decay_vtime[cache_size=0.01,treshold=0.6] 0.00143711 0.00128356 0.00135439 0.00135045
LR_7_decay_vtime[cache_size=0.01,treshold=0.7] 0.00053652 0.000335257 0.000417624 0.000411895
LR_7_decay_vtime[cache_size=0.01,treshold=0.8] 8.6199e-05 2.87364e-05 5.36385e-05 4.79036e-05
LR_7_decay_vtime[cache_size=0.01,treshold=0.9] 0 0 0 0
LR_8[cache_size=0.01,treshold=0.3] 68.8875 68.8517 68.8704 68.872
LR_8[cache_size=0.01,treshold=0.5] 54.3587 54.3158 54.3351 54.3318
LR_8[cache_size=0.01,treshold=0.6] 44.4638 44.4248 44.4453 44.4475
LR_8[cache_size=0.01,treshold=0.7] 31.1961 31.1752 31.1887 31.189
LR_8[cache_size=0.01,treshold=0.8] 13.146 13.1354 13.141 13.1401
LR_8[cache_size=0.01,treshold=0.9] 1.54754 1.53787 1.54443 1.54725
LR_8_decay_rtime[cache_size=0.01,treshold=0.3] 64.105 64.0825 64.0908 64.0887
LR_8_decay_rtime[cache_size=0.01,treshold=0.5] 51.4258 51.3752 51.407 51.4101
LR_8_decay_rtime[cache_size=0.01,treshold=0.6] 42.8639 42.842 42.856 42.8572
LR_8_decay_rtime[cache_size=0.01,treshold=0.7] 31.5343 31.4926 31.513 31.5112
LR_8_decay_rtime[cache_size=0.01,treshold=0.8] 16.3301 16.3026 16.3181 16.3201
LR_8_decay_rtime[cache_size=0.01,treshold=0.9] 0.0398772 0.0389857 0.0394669 0.0394887
LR_8_decay_vtime[cache_size=0.01,treshold=0.3] 18.0064 17.9598 17.9802 17.9815
LR_8_decay_vtime[cache_size=0.01,treshold=0.5] 0 0 0 0
LR_8_decay_vtime[cache_size=0.01,treshold=0.6] 0 0 0 0
LR_8_decay_vtime[cache_size=0.01,treshold=0.7] 0 0 0 0
LR_8_decay_vtime[cache_size=0.01,treshold=0.8] 0 0 0 0
LR_8_decay_vtime[cache_size=0.01,treshold=0.9] 0 0 0 0
LR_9[cache_size=0.01,treshold=0.3] 69.0317 68.9917 69.0127 69.0161
LR_9[cache_size=0.01,treshold=0.5] 54.6412 54.5996 54.6155 54.6095
LR_9[cache_size=0.01,treshold=0.6] 44.6607 44.6221 44.6421 44.6479
LR_9[cache_size=0.01,treshold=0.7] 31.1167 31.0942 31.1081 31.1102
LR_9[cache_size=0.01,treshold=0.8] 12.6351 12.6235 12.6298 12.6296
LR_9[cache_size=0.01,treshold=0.9] 1.54677 1.5375 1.54328 1.54577
LR_9_decay_rtime[cache_size=0.01,treshold=0.3] 64.0778 64.0479 64.0612 64.0609
LR_9_decay_rtime[cache_size=0.01,treshold=0.5] 51.524 51.475 51.5041 51.5061
LR_9_decay_rtime[cache_size=0.01,treshold=0.6] 42.9707 42.9586 42.9665 42.9682
LR_9_decay_rtime[cache_size=0.01,treshold=0.7] 31.5509 31.5108 31.529 31.5255
LR_9_decay_rtime[cache_size=0.01,treshold=0.8] 16.1377 16.11 16.1241 16.1235
LR_9_decay_rtime[cache_size=0.01,treshold=0.9] 0.000306583 1.9152e-05 0.000149438 0.000134087
LR_9_decay_vtime[cache_size=0.01,treshold=0.3] 25.713 25.6802 25.6964 25.701
LR_9_decay_vtime[cache_size=0.01,treshold=0.5] 0 0 0 0
LR_9_decay_vtime[cache_size=0.01,treshold=0.6] 0 0 0 0
LR_9_decay_vtime[cache_size=0.01,treshold=0.7] 0 0 0 0
LR_9_decay_vtime[cache_size=0.01,treshold=0.8] 0 0 0 0
LR_9_decay_vtime[cache_size=0.01,treshold=0.9] 0 0 0 0
LR_decay_rtime[cache_size=0.01,treshold=0.3] 80.454 80.4443 80.4496 80.4489
LR_decay_rtime[cache_size=0.01,treshold=0.5] 52.7548 52.7324 52.7447 52.7448
LR_decay_rtime[cache_size=0.01,treshold=0.6] 28.5389 28.525 28.5329 28.5356
LR_decay_rtime[cache_size=0.01,treshold=0.7] 21.0626 21.0399 21.053 21.0563
LR_decay_rtime[cache_size=0.01,treshold=0.8] 0 0 0 0
LR_decay_rtime[cache_size=0.01,treshold=0.9] 0 0 0 0
LR_decay_vtime[cache_size=0.01,treshold=0.3] 0 0 0 0
LR_decay_vtime[cache_size=0.01,treshold=0.5] 0 0 0 0
LR_decay_vtime[cache_size=0.01,treshold=0.6] 0 0 0 0
LR_decay_vtime[cache_size=0.01,treshold=0.7] 0 0 0 0
LR_decay_vtime[cache_size=0.01,treshold=0.8] 0 0 0 0
LR_decay_vtime[cache_size=0.01,treshold=0.9] 0 0 0 0
LR_1[cache_size=0.1,treshold=0.5] 50.7059 50.6403 50.6794 50.6869
LR_1_log[cache_size=0.1,treshold=0.5] 50.5629 50.5054 50.5391 50.5473
LR_1_mean[cache_size=0.1,treshold=0.5] 56.2494 56.1883 56.2282 56.234
LR_1_robust_scaler[cache_size=0.1,treshold=0.5] 50.7024 50.6359 50.6755 50.6831
LR_1_std_scaler[cache_size=0.1,treshold=0.5] 50.7033 50.6362 50.6762 50.6836
LR_2[cache_size=0.1,treshold=0.5] 45.2205 45.1853 45.2007 45.1962
LR_2_log[cache_size=0.1,treshold=0.5] 56.7584 56.7193 56.7391 56.7443
LR_2_mean[cache_size=0.1,treshold=0.5] 56.6635 56.6314 56.6459 56.6496
LR_3[cache_size=0.1,treshold=0.5] 45.2239 45.1878 45.2031 45.1982
LR_3_log[cache_size=0.1,treshold=0.5] 56.7069 56.6659 56.6872 56.6925
LR_3_mean[cache_size=0.1,treshold=0.5] 56.6137 56.58 56.5949 56.597
LR_4[cache_size=0.1,treshold=0.5] 51.9413 51.8676 51.912 51.9257
LR_4_log[cache_size=0.1,treshold=0.5] 51.481 51.4141 51.4539 51.467
LR_4_mean[cache_size=0.1,treshold=0.5] 57.5785 57.4779 57.538 57.5545
LR_4_robust_scaler[cache_size=0.1,treshold=0.5] 51.9373 51.8626 51.9079 51.9215
LR_4_std_scaler[cache_size=0.1,treshold=0.5] 51.9459 51.8691 51.9152 51.9286
LR_5[cache_size=0.1,treshold=0.5] 51.958 51.8825 51.9285 51.9419
LR_5_imba[cache_size=0.1,treshold=0.5] 38.4618 38.3938 38.423 38.4113
LR_6[cache_size=0.1,treshold=0.5] 51.9456 51.8704 51.9155 51.9291
LR_6_imba[cache_size=0.1,treshold=0.5] 38.469 38.3999 38.4297 38.418
LR_7[cache_size=0.1,treshold=0.3] 68.923 68.8922 68.9102 68.9191
LR_7[cache_size=0.1,treshold=0.5] 54.548 54.4748 54.5193 54.5296
LR_7[cache_size=0.1,treshold=0.6] 44.6964 44.6353 44.6727 44.6912
LR_7[cache_size=0.1,treshold=0.7] 31.3573 31.2821 31.311 31.2999
LR_7[cache_size=0.1,treshold=0.8] 12.5234 12.4943 12.5057 12.5024
LR_7[cache_size=0.1,treshold=0.9] 0.00770981 0.00649424 0.00700548 0.00685185
LR_7_decay_rtime[cache_size=0.1,treshold=0.3] 49.7349 49.6515 49.694 49.7116
LR_7_decay_rtime[cache_size=0.1,treshold=0.5] 2.16217 2.13312 2.15185 2.1558
LR_7_decay_rtime[cache_size=0.1,treshold=0.6] 0 0 0 0
LR_7_decay_rtime[cache_size=0.1,treshold=0.7] 0 0 0 0
LR_7_decay_rtime[cache_size=0.1,treshold=0.8] 0 0 0 0
LR_7_decay_rtime[cache_size=0.1,treshold=0.9] 0 0 0 0
LR_7_decay_vtime[cache_size=0.1,treshold=0.3] 74.403 74.3708 74.3853 74.3825
LR_7_decay_vtime[cache_size=0.1,treshold=0.5] 55.4208 55.3743 55.3977 55.3996
LR_7_decay_vtime[cache_size=0.1,treshold=0.6] 41.8287 41.7436 41.7923 41.786
LR_7_decay_vtime[cache_size=0.1,treshold=0.7] 21.8872 21.8332 21.8692 21.8786
LR_7_decay_vtime[cache_size=0.1,treshold=0.8] 0.00191772 0.00148926 0.00173871 0.00186008
LR_7_decay_vtime[cache_size=0.1,treshold=0.9] 0.000165457 9.73461e-05 0.000130452 0.000126539
LR_8[cache_size=0.1,treshold=0.3] 69.0532 69.0238 69.041 69.0467
LR_8[cache_size=0.1,treshold=0.5] 54.6622 54.5917 54.6359 54.6467
LR_8[cache_size=0.1,treshold=0.6] 44.7504 44.6907 44.7268 44.7461
LR_8[cache_size=0.1,treshold=0.7] 31.2825 31.2146 31.2384 31.2272
LR_8[cache_size=0.1,treshold=0.8] 12.2738 12.2486 12.2584 12.258
LR_8[cache_size=0.1,treshold=0.9] 0.00202563 0.001441 0.00170174 0.00156697
LR_8_decay_rtime[cache_size=0.1,treshold=0.3] 49.7657 49.6863 49.7256 49.7413
LR_8_decay_rtime[cache_size=0.1,treshold=0.5] 2.18392 2.15847 2.17488 2.17948
LR_8_decay_rtime[cache_size=0.1,treshold=0.6] 0 0 0 0
LR_8_decay_rtime[cache_size=0.1,treshold=0.7] 0 0 0 0
LR_8_decay_rtime[cache_size=0.1,treshold=0.8] 0 0 0 0
LR_8_decay_rtime[cache_size=0.1,treshold=0.9] 0 0 0 0
LR_8_decay_vtime[cache_size=0.1,treshold=0.3] 76.6382 76.6086 76.6228 76.6221
LR_8_decay_vtime[cache_size=0.1,treshold=0.5] 59.1242 59.0689 59.0962 59.1006
LR_8_decay_vtime[cache_size=0.1,treshold=0.6] 46.5752 46.5374 46.5559 46.551
LR_8_decay_vtime[cache_size=0.1,treshold=0.7] 28.2165 28.1726 28.1931 28.1911
LR_8_decay_vtime[cache_size=0.1,treshold=0.8] 0.0522507 0.0488002 0.0503271 0.0502013
LR_8_decay_vtime[cache_size=0.1,treshold=0.9] 0 0 0 0
LR_9[cache_size=0.1,treshold=0.3] 69.0755 69.0468 69.0634 69.0689
LR_9[cache_size=0.1,treshold=0.5] 54.6932 54.6235 54.6677 54.6782
LR_9[cache_size=0.1,treshold=0.6] 44.7754 44.7194 44.7534 44.7722
LR_9[cache_size=0.1,treshold=0.7] 31.2972 31.2263 31.2513 31.24
LR_9[cache_size=0.1,treshold=0.8] 12.2528 12.2285 12.2387 12.2386
LR_9[cache_size=0.1,treshold=0.9] 0.00206459 0.00149942 0.00175042 0.00162537
LR_9_decay_rtime[cache_size=0.1,treshold=0.3] 49.655 49.5735 49.6179 49.6333
LR_9_decay_rtime[cache_size=0.1,treshold=0.5] 2.12415 2.09168 2.10986 2.10683
LR_9_decay_rtime[cache_size=0.1,treshold=0.6] 0 0 0 0
LR_9_decay_rtime[cache_size=0.1,treshold=0.7] 0 0 0 0
LR_9_decay_rtime[cache_size=0.1,treshold=0.8] 0 0 0 0
LR_9_decay_rtime[cache_size=0.1,treshold=0.9] 0 0 0 0
LR_9_decay_vtime[cache_size=0.1,treshold=0.3] 77.3534 77.3255 77.3386 77.337
LR_9_decay_vtime[cache_size=0.1,treshold=0.5] 60.3131 60.2684 60.2925 60.2974
LR_9_decay_vtime[cache_size=0.1,treshold=0.6] 48.0578 48.0241 48.038 48.0258
LR_9_decay_vtime[cache_size=0.1,treshold=0.7] 30.1571 30.0959 30.1214 30.1198
LR_9_decay_vtime[cache_size=0.1,treshold=0.8] 0.202422 0.197583 0.20052 0.200479
LR_9_decay_vtime[cache_size=0.1,treshold=0.9] 1.94675e-05 0 5.84079e-06 0
LR_decay_rtime[cache_size=0.1,treshold=0.3] 28.6297 28.6007 28.6113 28.6081
LR_decay_rtime[cache_size=0.1,treshold=0.5] 0 0 0 0
LR_decay_rtime[cache_size=0.1,treshold=0.6] 0 0 0 0
LR_decay_rtime[cache_size=0.1,treshold=0.7] 0 0 0 0
LR_decay_rtime[cache_size=0.1,treshold=0.8] 0 0 0 0
LR_decay_rtime[cache_size=0.1,treshold=0.9] 0 0 0 0
LR_decay_vtime[cache_size=0.1,treshold=0.3] 0 0 0 0
LR_decay_vtime[cache_size=0.1,treshold=0.5] 0 0 0 0
LR_decay_vtime[cache_size=0.1,treshold=0.6] 0 0 0 0
LR_decay_vtime[cache_size=0.1,treshold=0.7] 0 0 0 0
LR_decay_vtime[cache_size=0.1,treshold=0.8] 0 0 0 0
LR_decay_vtime[cache_size=0.1,treshold=0.9] 0 0 0 0
LR_1[cache_size=0.2,treshold=0.5] 48.9285 48.8866 48.9053 48.9058
LR_1_log[cache_size=0.2,treshold=0.5] 51.6398 51.583 51.6184 51.6212
LR_1_mean[cache_size=0.2,treshold=0.5] 56.1303 56.1189 56.1236 56.1234
LR_1_robust_scaler[cache_size=0.2,treshold=0.5] 48.9361 48.8951 48.9127 48.9129
LR_1_std_scaler[cache_size=0.2,treshold=0.5] 48.915 48.8762 48.8935 48.8944
LR_2[cache_size=0.2,treshold=0.5] 45.075 45.026 45.0504 45.0499
LR_2_log[cache_size=0.2,treshold=0.5] 56.0714 56.0589 56.0675 56.07
LR_2_mean[cache_size=0.2,treshold=0.5] 56.1735 56.1604 56.1658 56.1638
LR_3[cache_size=0.2,treshold=0.5] 45.0802 45.0312 45.0553 45.0549
LR_3_log[cache_size=0.2,treshold=0.5] 56.0529 56.0376 56.0471 56.0493
LR_3_mean[cache_size=0.2,treshold=0.5] 56.151 56.1385 56.1437 56.142
LR_4[cache_size=0.2,treshold=0.5] 49.6087 49.5556 49.5781 49.5801
LR_4_log[cache_size=0.2,treshold=0.5] 52.3529 52.3202 52.3315 52.3282
LR_4_mean[cache_size=0.2,treshold=0.5] 57.2244 57.196 57.2055 57.2024
LR_4_robust_scaler[cache_size=0.2,treshold=0.5] 49.6061 49.5576 49.5778 49.579
LR_4_std_scaler[cache_size=0.2,treshold=0.5] 49.5937 49.5449 49.5646 49.5642
LR_5[cache_size=0.2,treshold=0.5] 49.5957 49.5459 49.5672 49.5682
LR_5_imba[cache_size=0.2,treshold=0.5] 35.6025 35.5926 35.5958 35.5945
LR_6[cache_size=0.2,treshold=0.5] 49.606 49.5576 49.5778 49.5788
LR_6_imba[cache_size=0.2,treshold=0.5] 35.6277 35.62 35.6239 35.6227
LR_7[cache_size=0.2,treshold=0.3] 69.5891 69.5646 69.5797 69.5878
LR_7[cache_size=0.2,treshold=0.5] 54.8336 54.7859 54.8112 54.8093
LR_7[cache_size=0.2,treshold=0.6] 44.5147 44.4682 44.4938 44.4933
LR_7[cache_size=0.2,treshold=0.7] 30.2947 30.2775 30.2891 30.2932
LR_7[cache_size=0.2,treshold=0.8] 10.4374 10.3694 10.4005 10.3963
LR_7[cache_size=0.2,treshold=0.9] 0.00777916 0.00636331 0.00716753 0.00743969
LR_7_decay_rtime[cache_size=0.2,treshold=0.3] 0 0 0 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.5] 0 0 0 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.6] 0 0 0 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.7] 0 0 0 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.8] 0 0 0 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_7_decay_vtime[cache_size=0.2,treshold=0.3] 73.4237 73.4039 73.4154 73.4172
LR_7_decay_vtime[cache_size=0.2,treshold=0.5] 54.3649 54.347 54.3585 54.36
LR_7_decay_vtime[cache_size=0.2,treshold=0.6] 40.6872 40.6402 40.661 40.6503
LR_7_decay_vtime[cache_size=0.2,treshold=0.7] 20.4401 20.3703 20.4024 20.4022
LR_7_decay_vtime[cache_size=0.2,treshold=0.8] 0.00403884 0.00316667 0.00342477 0.00329885
LR_7_decay_vtime[cache_size=0.2,treshold=0.9] 0.00201992 0.00175939 0.00188532 0.0018698
LR_8[cache_size=0.2,treshold=0.3] 69.7063 69.6769 69.6931 69.6982
LR_8[cache_size=0.2,treshold=0.5] 54.9255 54.8923 54.9038 54.9009
LR_8[cache_size=0.2,treshold=0.6] 44.5447 44.5027 44.5249 44.5246
LR_8[cache_size=0.2,treshold=0.7] 30.2211 30.2054 30.2151 30.2175
LR_8[cache_size=0.2,treshold=0.8] 10.2106 10.1508 10.1785 10.1771
LR_8[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.3] 0 0 0 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.5] 0 0 0 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.6] 0 0 0 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.7] 0 0 0 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.8] 0 0 0 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_8_decay_vtime[cache_size=0.2,treshold=0.3] 76.3836 76.355 76.3703 76.3731
LR_8_decay_vtime[cache_size=0.2,treshold=0.5] 59.3434 59.3331 59.3377 59.3366
LR_8_decay_vtime[cache_size=0.2,treshold=0.6] 47.1565 47.1124 47.1357 47.1395
LR_8_decay_vtime[cache_size=0.2,treshold=0.7] 29.1943 29.1601 29.1798 29.183
LR_8_decay_vtime[cache_size=0.2,treshold=0.8] 0.0752808 0.0729147 0.0740526 0.073592
LR_8_decay_vtime[cache_size=0.2,treshold=0.9] 9.99959e-06 0 1.99992e-06 0
LR_9[cache_size=0.2,treshold=0.3] 69.7393 69.7092 69.7248 69.7293
LR_9[cache_size=0.2,treshold=0.5] 54.952 54.9204 54.9308 54.9263
LR_9[cache_size=0.2,treshold=0.6] 44.5602 44.5161 44.5394 44.5399
LR_9[cache_size=0.2,treshold=0.7] 30.2082 30.1953 30.2029 30.2049
LR_9[cache_size=0.2,treshold=0.8] 10.158 10.0991 10.1267 10.1253
LR_9[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.3] 0 0 0 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.5] 0 0 0 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.6] 0 0 0 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.7] 0 0 0 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.8] 0 0 0 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_9_decay_vtime[cache_size=0.2,treshold=0.3] 77.0702 77.0428 77.0529 77.0487
LR_9_decay_vtime[cache_size=0.2,treshold=0.5] 60.5515 60.5066 60.5284 60.5282
LR_9_decay_vtime[cache_size=0.2,treshold=0.6] 48.6781 48.6349 48.6542 48.6533
LR_9_decay_vtime[cache_size=0.2,treshold=0.7] 31.2848 31.2405 31.2602 31.2603
LR_9_decay_vtime[cache_size=0.2,treshold=0.8] 0.394577 0.349992 0.371714 0.367222
LR_9_decay_vtime[cache_size=0.2,treshold=0.9] 2.99988e-05 9.98949e-06 1.99946e-05 1.99978e-05
LR_decay_rtime[cache_size=0.2,treshold=0.3] 0 0 0 0
LR_decay_rtime[cache_size=0.2,treshold=0.5] 0 0 0 0
LR_decay_rtime[cache_size=0.2,treshold=0.6] 0 0 0 0
LR_decay_rtime[cache_size=0.2,treshold=0.7] 0 0 0 0
LR_decay_rtime[cache_size=0.2,treshold=0.8] 0 0 0 0
LR_decay_rtime[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_decay_vtime[cache_size=0.2,treshold=0.3] 0 0 0 0
LR_decay_vtime[cache_size=0.2,treshold=0.5] 0 0 0 0
LR_decay_vtime[cache_size=0.2,treshold=0.6] 0 0 0 0
LR_decay_vtime[cache_size=0.2,treshold=0.7] 0 0 0 0
LR_decay_vtime[cache_size=0.2,treshold=0.8] 0 0 0 0
LR_decay_vtime[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_1[cache_size=0.4,treshold=0.5] 47.679 47.6248 47.6513 47.6471
LR_1_log[cache_size=0.4,treshold=0.5] 53.6004 53.5133 53.5535 53.5565
LR_1_mean[cache_size=0.4,treshold=0.5] 56.1774 56.1442 56.1597 56.1563
LR_1_robust_scaler[cache_size=0.4,treshold=0.5] 47.6793 47.6217 47.6501 47.6458
LR_1_std_scaler[cache_size=0.4,treshold=0.5] 47.6618 47.6099 47.6353 47.63
LR_2[cache_size=0.4,treshold=0.5] 52.7435 52.6838 52.7129 52.7113
LR_2_log[cache_size=0.4,treshold=0.5] 55.5793 55.5449 55.5696 55.5757
LR_2_mean[cache_size=0.4,treshold=0.5] 56.1826 56.1433 56.1618 56.157
LR_3[cache_size=0.4,treshold=0.5] 45.4591 45.3881 45.4196 45.421
LR_3_log[cache_size=0.4,treshold=0.5] 55.5817 55.5481 55.5725 55.579
LR_3_mean[cache_size=0.4,treshold=0.5] 56.1745 56.1366 56.1545 56.1498
LR_4[cache_size=0.4,treshold=0.5] 49.0559 48.9897 49.0205 49.0172
LR_4_log[cache_size=0.4,treshold=0.5] 53.8212 53.7175 53.7639 53.7702
LR_4_mean[cache_size=0.4,treshold=0.5] 57.2367 57.1551 57.1941 57.1944
LR_4_robust_scaler[cache_size=0.4,treshold=0.5] 47.7227 47.6629 47.6895 47.6836
LR_4_std_scaler[cache_size=0.4,treshold=0.5] 47.6924 47.6328 47.6584 47.6522
LR_5[cache_size=0.4,treshold=0.5] 47.7061 47.6488 47.6741 47.6681
LR_5_imba[cache_size=0.4,treshold=0.5] 30.4881 30.3955 30.4244 30.4108
LR_6[cache_size=0.4,treshold=0.5] 47.7233 47.6627 47.6897 47.6849
LR_6_imba[cache_size=0.4,treshold=0.5] 30.6833 30.5817 30.6156 30.6029
LR_7[cache_size=0.4,treshold=0.3] 71.2408 71.1857 71.2103 71.2129
LR_7[cache_size=0.4,treshold=0.5] 56.0155 55.9463 55.9762 55.9707
LR_7[cache_size=0.4,treshold=0.6] 44.7207 44.6566 44.6876 44.6848
LR_7[cache_size=0.4,treshold=0.7] 28.1993 28.0878 28.1311 28.1207
LR_7[cache_size=0.4,treshold=0.8] 6.74312 6.65097 6.69731 6.71616
LR_7[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_7_decay_rtime[cache_size=0.4,treshold=0.3] 74.7188 74.6788 74.7056 74.7085
LR_7_decay_rtime[cache_size=0.4,treshold=0.5] 56.2845 56.2409 56.2629 56.2634
LR_7_decay_rtime[cache_size=0.4,treshold=0.6] 42.7572 42.5779 42.6448 42.626
LR_7_decay_rtime[cache_size=0.4,treshold=0.7] 21.7223 21.5673 21.6374 21.6323
LR_7_decay_rtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_7_decay_rtime[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_7_decay_vtime[cache_size=0.4,treshold=0.3] 74.6905 74.6504 74.6764 74.6777
LR_7_decay_vtime[cache_size=0.4,treshold=0.5] 56.2268 56.1833 56.2043 56.2032
LR_7_decay_vtime[cache_size=0.4,treshold=0.6] 42.6263 42.4801 42.5366 42.5238
LR_7_decay_vtime[cache_size=0.4,treshold=0.7] 21.5665 21.4238 21.4911 21.4909
LR_7_decay_vtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_7_decay_vtime[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_8[cache_size=0.4,treshold=0.3] 71.2314 71.1766 71.201 71.2032
LR_8[cache_size=0.4,treshold=0.5] 56.0076 55.939 55.9691 55.964
LR_8[cache_size=0.4,treshold=0.6] 44.7167 44.653 44.6843 44.6826
LR_8[cache_size=0.4,treshold=0.7] 28.2041 28.0924 28.1352 28.1246
LR_8[cache_size=0.4,treshold=0.8] 6.75206 6.66728 6.7124 6.72824
LR_8[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_8_decay_rtime[cache_size=0.4,treshold=0.3] 74.7113 74.6711 74.6975 74.6999
LR_8_decay_rtime[cache_size=0.4,treshold=0.5] 56.275 56.2318 56.2535 56.253
LR_8_decay_rtime[cache_size=0.4,treshold=0.6] 42.7515 42.5706 42.6373 42.6176
LR_8_decay_rtime[cache_size=0.4,treshold=0.7] 21.7276 21.5721 21.6422 21.6371
LR_8_decay_rtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_8_decay_rtime[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_8_decay_vtime[cache_size=0.4,treshold=0.3] 74.7619 74.7233 74.7485 74.7502
LR_8_decay_vtime[cache_size=0.4,treshold=0.5] 56.3463 56.3023 56.3237 56.3225
LR_8_decay_vtime[cache_size=0.4,treshold=0.6] 42.8284 42.6775 42.742 42.7327
LR_8_decay_vtime[cache_size=0.4,treshold=0.7] 21.8499 21.6907 21.7593 21.7549
LR_8_decay_vtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_8_decay_vtime[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_9[cache_size=0.4,treshold=0.3] 71.2425 71.1869 71.2115 71.2141
LR_9[cache_size=0.4,treshold=0.5] 56.0155 55.947 55.9765 55.9711
LR_9[cache_size=0.4,treshold=0.6] 44.718 44.654 44.6854 44.6834
LR_9[cache_size=0.4,treshold=0.7] 28.1928 28.081 28.1242 28.114
LR_9[cache_size=0.4,treshold=0.8] 6.73749 6.63896 6.68599 6.69981
LR_9[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_9_decay_rtime[cache_size=0.4,treshold=0.3] 74.7275 74.6864 74.7143 74.7171
LR_9_decay_rtime[cache_size=0.4,treshold=0.5] 56.2917 56.2477 56.2702 56.2705
LR_9_decay_rtime[cache_size=0.4,treshold=0.6] 42.7605 42.5816 42.6485 42.63
LR_9_decay_rtime[cache_size=0.4,treshold=0.7] 21.7142 21.5611 21.6298 21.6255
LR_9_decay_rtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_9_decay_rtime[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_9_decay_vtime[cache_size=0.4,treshold=0.3] 74.7822 74.7456 74.7703 74.7716
LR_9_decay_vtime[cache_size=0.4,treshold=0.5] 56.3686 56.3244 56.3452 56.3428
LR_9_decay_vtime[cache_size=0.4,treshold=0.6] 42.8392 42.6929 42.759 42.7544
LR_9_decay_vtime[cache_size=0.4,treshold=0.7] 21.8423 21.6831 21.7521 21.7482
LR_9_decay_vtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_9_decay_vtime[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_decay_rtime[cache_size=0.4,treshold=0.3] 0 0 0 0
LR_decay_rtime[cache_size=0.4,treshold=0.5] 0 0 0 0
LR_decay_rtime[cache_size=0.4,treshold=0.6] 0 0 0 0
LR_decay_rtime[cache_size=0.4,treshold=0.7] 0 0 0 0
LR_decay_rtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_decay_rtime[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_decay_vtime[cache_size=0.4,treshold=0.3] 0 0 0 0
LR_decay_vtime[cache_size=0.4,treshold=0.5] 0 0 0 0
LR_decay_vtime[cache_size=0.4,treshold=0.6] 0 0 0 0
LR_decay_vtime[cache_size=0.4,treshold=0.7] 0 0 0 0
LR_decay_vtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_decay_vtime[cache_size=0.4,treshold=0.9] 0 0 0 0
Offline Clock 1st iteration 0 0 0 0
Offline Clock 2nd iteration 43.4673 41.4753 42.6567 43.0175
Zipf Optimal Distribution 17.0869 6.59027 12.1282 13.1121

Miss Ratio Reduced (%)

Model Max Min Avg Mdn
LR_1[cache_size=0.001,treshold=0.5] -2.62791 -2.63318 -2.63076 -2.62991
LR_1[cache_size=All,treshold=0.5] 0 -20.1154 -8.79607 -9.58326
LR_1_log[cache_size=0.001,treshold=0.5] -2.11928 -2.12275 -2.12057 -2.11973
LR_1_log[cache_size=All,treshold=0.5] -0.447075 -12.5428 -6.86296 -8.06001
LR_1_mean[cache_size=0.001,treshold=0.5] -2.29301 -2.32178 -2.30704 -2.30639
LR_1_mean[cache_size=All,treshold=0.5] 0.0274662 -25.9714 -12.57 -15.2456
LR_1_robust_scaler[cache_size=0.001,treshold=0.5] -2.62774 -2.63284 -2.63046 -2.62957
LR_1_robust_scaler[cache_size=All,treshold=0.5] -0.0463939 -20.811 -9.84902 -11.634
LR_1_std_scaler[cache_size=0.001,treshold=0.5] -2.62757 -2.63249 -2.63022 -2.62941
LR_1_std_scaler[cache_size=All,treshold=0.5] -0.0465645 -20.8066 -9.84735 -11.6322
LR_2[cache_size=0.001,treshold=0.5] -2.73792 -2.7427 -2.74014 -2.73993
LR_2[cache_size=All,treshold=0.5] 0 -16.0663 -5.46053 -2.50822
LR_2_log[cache_size=0.001,treshold=0.5] -3.70964 -3.71374 -3.71099 -3.70999
LR_2_log[cache_size=All,treshold=0.5] -0.0835814 -17.2147 -8.97128 -10.5699
LR_2_mean[cache_size=0.001,treshold=0.5] -3.61703 -3.62493 -3.62075 -3.62077
LR_2_mean[cache_size=All,treshold=0.5] 0.000682298 -24.7407 -11.1305 -12.9127
LR_3[cache_size=0.001,treshold=0.5] -2.97642 -2.98051 -2.97771 -2.97721
LR_3[cache_size=All,treshold=0.5] 0 -16.0663 -5.46054 -2.50775
LR_3_log[cache_size=0.001,treshold=0.5] -3.34462 -3.34935 -3.34647 -3.34605
LR_3_log[cache_size=All,treshold=0.5] -0.073174 -16.9461 -8.81658 -10.3848
LR_3_mean[cache_size=0.001,treshold=0.5] -3.25722 -3.26417 -3.26091 -3.26088
LR_3_mean[cache_size=All,treshold=0.5] 0 -24.5512 -10.9792 -12.5683
LR_4[cache_size=0.001,treshold=0.5] -2.48856 -2.49414 -2.49096 -2.49039
LR_4[cache_size=All,treshold=0.5] -0.431361 -18.4488 -10.6101 -13.371
LR_4_log[cache_size=0.001,treshold=0.5] -2.16073 -2.16642 -2.16352 -2.16288
LR_4_log[cache_size=All,treshold=0.5] -1.3095 -8.25893 -5.42126 -6.45446
LR_4_mean[cache_size=0.001,treshold=0.5] -2.28277 -2.31001 -2.29654 -2.29616
LR_4_mean[cache_size=All,treshold=0.5] -0.432555 -20.0229 -10.8456 -11.9511
LR_4_robust_scaler[cache_size=0.001,treshold=0.5] -2.4889 -2.49431 -2.4912 -2.49056
LR_4_robust_scaler[cache_size=All,treshold=0.5] -0.431531 -18.4488 -10.6106 -13.3719
LR_4_std_scaler[cache_size=0.001,treshold=0.5] -2.48804 -2.49346 -2.49031 -2.48971
LR_4_std_scaler[cache_size=All,treshold=0.5] -0.432555 -18.4577 -10.6203 -13.3883
LR_5[cache_size=0.001,treshold=0.5] -2.49721 -2.50079 -2.4986 -2.49823
LR_5[cache_size=All,treshold=0.5] -0.432043 -18.4432 -10.609 -13.3696
LR_5_imba[cache_size=0.001,treshold=0.5] -1.61449 -1.61784 -1.61611 -1.61577
LR_5_imba[cache_size=All,treshold=0.5] 0 -9.23627 -2.34143 0
LR_6[cache_size=0.001,treshold=0.5] -2.49721 -2.50096 -2.4987 -2.49823
LR_6[cache_size=All,treshold=0.5] -0.432043 -18.4488 -10.6121 -13.3738
LR_6_imba[cache_size=0.001,treshold=0.5] -1.61568 -1.61887 -1.61716 -1.61679
LR_6_imba[cache_size=All,treshold=0.5] 0 -9.23259 -2.33873 0
LR_7[cache_size=0.001,treshold=0.3] -3.97043 -3.97459 -3.97269 -3.97284
LR_7[cache_size=0.001,treshold=0.5] -2.68215 -2.6876 -2.68456 -2.68416
LR_7[cache_size=0.001,treshold=0.6] -1.90788 -1.91206 -1.91004 -1.90958
LR_7[cache_size=0.001,treshold=0.7] -1.00809 -1.01181 -1.00964 -1.00895
LR_7[cache_size=0.001,treshold=0.8] -0.118736 -0.120596 -0.119813 -0.119908
LR_7[cache_size=0.001,treshold=0.9] 0.0279742 0.0264382 0.0270193 0.0269494
LR_7[cache_size=All,treshold=0.3] -3.70077 -25.997 -15.5432 -17.1001
LR_7[cache_size=All,treshold=0.5] -0.231799 -23.5267 -12.98 -15.4389
LR_7[cache_size=All,treshold=0.6] 0 0 0 0
LR_7[cache_size=All,treshold=0.7] 0 0 0 0
LR_7[cache_size=All,treshold=0.8] 0 0 0 0
LR_7[cache_size=All,treshold=0.9] 0 0 0 0
LR_7_decay_rtime[cache_size=0.001,treshold=0.3] -3.14216 -3.14853 -3.14525 -3.14522
LR_7_decay_rtime[cache_size=0.001,treshold=0.5] -2.06088 -2.06611 -2.06472 -2.06593
LR_7_decay_rtime[cache_size=0.001,treshold=0.6] -1.45936 -1.46595 -1.46187 -1.46199
LR_7_decay_rtime[cache_size=0.001,treshold=0.7] -0.812405 -0.819211 -0.8159 -0.816199
LR_7_decay_rtime[cache_size=0.001,treshold=0.8] -0.218024 -0.219692 -0.21919 -0.219359
LR_7_decay_rtime[cache_size=0.001,treshold=0.9] 0.016548 0.0141572 0.0154542 0.0156928
LR_7_decay_rtime[cache_size=All,treshold=0.3] -3.29073 -26.3794 -15.0666 -16.1828
LR_7_decay_rtime[cache_size=All,treshold=0.5] -0.288256 -24.3148 -11.9108 -12.0629
LR_7_decay_rtime[cache_size=All,treshold=0.6] 0.00102345 -0.118677 -0.0783243 -0.0952679
LR_7_decay_rtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_7_decay_rtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_7_decay_rtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_7_decay_vtime[cache_size=0.001,treshold=0.3] -2.78892 -2.79426 -2.79083 -2.79025
LR_7_decay_vtime[cache_size=0.001,treshold=0.5] -1.15752 -1.16277 -1.15965 -1.16007
LR_7_decay_vtime[cache_size=0.001,treshold=0.6] -0.11292 -0.115308 -0.11415 -0.114281
LR_7_decay_vtime[cache_size=0.001,treshold=0.7] 0 0 0 0
LR_7_decay_vtime[cache_size=0.001,treshold=0.8] 0 0 0 0
LR_7_decay_vtime[cache_size=0.001,treshold=0.9] 0 0 0 0
LR_7_decay_vtime[cache_size=All,treshold=0.3] -3.82087 -26.7729 -16.0219 -17.4877
LR_7_decay_vtime[cache_size=All,treshold=0.5] 0 -25.8109 -12.6911 -15.1248
LR_7_decay_vtime[cache_size=All,treshold=0.6] 0 0 0 0
LR_7_decay_vtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_7_decay_vtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_7_decay_vtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_8[cache_size=0.001,treshold=0.3] -4.01444 -4.01775 -4.01608 -4.01587
LR_8[cache_size=0.001,treshold=0.5] -2.63729 -2.64109 -2.63888 -2.63759
LR_8[cache_size=0.001,treshold=0.6] -1.83384 -1.83685 -1.83502 -1.83453
LR_8[cache_size=0.001,treshold=0.7] -0.98609 -0.990322 -0.98825 -0.988138
LR_8[cache_size=0.001,treshold=0.8] -0.180322 -0.182173 -0.181459 -0.181491
LR_8[cache_size=0.001,treshold=0.9] 0.0262684 0.024732 0.0251088 0.0247333
LR_8[cache_size=All,treshold=0.3] -3.76882 -25.9926 -15.5579 -17.0987
LR_8[cache_size=All,treshold=0.5] -0.198197 -23.433 -12.7635 -15.23
LR_8[cache_size=All,treshold=0.6] 0 0 0 0
LR_8[cache_size=All,treshold=0.7] 0 0 0 0
LR_8[cache_size=All,treshold=0.8] 0 0 0 0
LR_8[cache_size=All,treshold=0.9] 0 0 0 0
LR_8_decay_rtime[cache_size=0.001,treshold=0.3] -3.15137 -3.15706 -3.15372 -3.15392
LR_8_decay_rtime[cache_size=0.001,treshold=0.5] -2.04331 -2.04734 -2.04562 -2.04577
LR_8_decay_rtime[cache_size=0.001,treshold=0.6] -1.43616 -1.44258 -1.43922 -1.43948
LR_8_decay_rtime[cache_size=0.001,treshold=0.7] -0.800295 -0.806928 -0.803789 -0.803747
LR_8_decay_rtime[cache_size=0.001,treshold=0.8] -0.22536 -0.227027 -0.226389 -0.226693
LR_8_decay_rtime[cache_size=0.001,treshold=0.9] 0.0153538 0.0134749 0.0144649 0.0148392
LR_8_decay_rtime[cache_size=All,treshold=0.3] -3.29891 -26.3772 -15.064 -16.1757
LR_8_decay_rtime[cache_size=All,treshold=0.5] -0.305483 -24.3472 -11.8981 -12.0203
LR_8_decay_rtime[cache_size=All,treshold=0.6] 0.00119396 -0.10956 -0.0779619 -0.0935919
LR_8_decay_rtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_8_decay_rtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_8_decay_rtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_8_decay_vtime[cache_size=0.001,treshold=0.3] -2.78722 -2.79204 -2.78899 -2.78906
LR_8_decay_vtime[cache_size=0.001,treshold=0.5] -1.15325 -1.15816 -1.15576 -1.15512
LR_8_decay_vtime[cache_size=0.001,treshold=0.6] -0.0400849 -0.0411085 -0.0403924 -0.0402542
LR_8_decay_vtime[cache_size=0.001,treshold=0.7] 0 0 0 0
LR_8_decay_vtime[cache_size=0.001,treshold=0.8] 0 0 0 0
LR_8_decay_vtime[cache_size=0.001,treshold=0.9] 0 0 0 0
LR_8_decay_vtime[cache_size=All,treshold=0.3] -3.85686 -26.7763 -16.0349 -17.4948
LR_8_decay_vtime[cache_size=All,treshold=0.5] 0 -23.9035 -10.4356 -11.3501
LR_8_decay_vtime[cache_size=All,treshold=0.6] 0 0 0 0
LR_8_decay_vtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_8_decay_vtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_8_decay_vtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_9[cache_size=0.001,treshold=0.3] -3.96548 -3.96965 -3.96764 -3.96773
LR_9[cache_size=0.001,treshold=0.5] -2.66181 -2.66627 -2.66403 -2.66403
LR_9[cache_size=0.001,treshold=0.6] -1.89389 -1.89739 -1.89551 -1.89482
LR_9[cache_size=0.001,treshold=0.7] -1.01543 -1.0183 -1.01657 -1.0164
LR_9[cache_size=0.001,treshold=0.8] -0.148591 -0.150271 -0.149664 -0.149935
LR_9[cache_size=0.001,treshold=0.9] 0.0279742 0.0262676 0.0268828 0.0267788
LR_9[cache_size=All,treshold=0.3] -3.75808 -25.997 -15.5573 -17.1001
LR_9[cache_size=All,treshold=0.5] -0.170939 -23.4665 -12.7712 -15.2422
LR_9[cache_size=All,treshold=0.6] 0 0 0 0
LR_9[cache_size=All,treshold=0.7] 0 0 0 0
LR_9[cache_size=All,treshold=0.8] 0 0 0 0
LR_9[cache_size=All,treshold=0.9] 0 0 0 0
LR_9_decay_rtime[cache_size=0.001,treshold=0.3] -3.1396 -3.14512 -3.14167 -3.14113
LR_9_decay_rtime[cache_size=0.001,treshold=0.5] -2.05491 -2.05935 -2.058 -2.05876
LR_9_decay_rtime[cache_size=0.001,treshold=0.6] -1.45834 -1.46458 -1.46099 -1.46114
LR_9_decay_rtime[cache_size=0.001,treshold=0.7] -0.820422 -0.827058 -0.82419 -0.824387
LR_9_decay_rtime[cache_size=0.001,treshold=0.8] -0.233548 -0.235052 -0.234474 -0.234699
LR_9_decay_rtime[cache_size=0.001,treshold=0.9] 0.016548 0.0139866 0.0153519 0.0156928
LR_9_decay_rtime[cache_size=All,treshold=0.3] -3.30267 -26.3783 -15.0668 -16.1799
LR_9_decay_rtime[cache_size=All,treshold=0.5] -0.311794 -24.4129 -11.9148 -12.0316
LR_9_decay_rtime[cache_size=All,treshold=0.6] 0.000852871 -0.103145 -0.0680807 -0.0785597
LR_9_decay_rtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_9_decay_rtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_9_decay_rtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_9_decay_vtime[cache_size=0.001,treshold=0.3] -2.90542 -2.91058 -2.90723 -2.90665
LR_9_decay_vtime[cache_size=0.001,treshold=0.5] -1.29005 -1.2941 -1.29194 -1.29193
LR_9_decay_vtime[cache_size=0.001,treshold=0.6] -0.0735175 -0.0748822 -0.0740983 -0.0740268
LR_9_decay_vtime[cache_size=0.001,treshold=0.7] 0 0 0 0
LR_9_decay_vtime[cache_size=0.001,treshold=0.8] 0 0 0 0
LR_9_decay_vtime[cache_size=0.001,treshold=0.9] 0 0 0 0
LR_9_decay_vtime[cache_size=All,treshold=0.3] -3.88245 -26.7774 -16.0444 -17.4967
LR_9_decay_vtime[cache_size=All,treshold=0.5] 0 -24.5567 -10.9928 -12.5617
LR_9_decay_vtime[cache_size=All,treshold=0.6] 0 0 0 0
LR_9_decay_vtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_9_decay_vtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_9_decay_vtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_decay_rtime[cache_size=0.001,treshold=0.3] -7.22005 -7.22376 -7.2222 -7.22243
LR_decay_rtime[cache_size=0.001,treshold=0.5] -5.00406 -5.01046 -5.00665 -5.00602
LR_decay_rtime[cache_size=0.001,treshold=0.6] 0 0 0 0
LR_decay_rtime[cache_size=0.001,treshold=0.7] 0 0 0 0
LR_decay_rtime[cache_size=0.001,treshold=0.8] 0 0 0 0
LR_decay_rtime[cache_size=0.001,treshold=0.9] 0 0 0 0
LR_decay_rtime[cache_size=All,treshold=0.3] -6.35511 -26.1743 -15.3614 -15.5483
LR_decay_rtime[cache_size=All,treshold=0.5] -1.55188 -22.277 -9.75721 -8.14738
LR_decay_rtime[cache_size=All,treshold=0.6] 0 0 0 0
LR_decay_rtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_decay_rtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_decay_rtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_decay_vtime[cache_size=0.001,treshold=0.3] -2.88052 -2.88807 -2.88345 -2.88379
LR_decay_vtime[cache_size=0.001,treshold=0.5] -1.55188 -1.55712 -1.55364 -1.55283
LR_decay_vtime[cache_size=0.001,treshold=0.6] 0 0 0 0
LR_decay_vtime[cache_size=0.001,treshold=0.7] 0 0 0 0
LR_decay_vtime[cache_size=0.001,treshold=0.8] 0 0 0 0
LR_decay_vtime[cache_size=0.001,treshold=0.9] 0 0 0 0
LR_decay_vtime[cache_size=All,treshold=0.3] -3.41934 -26.7261 -15.6742 -17.3302
LR_decay_vtime[cache_size=All,treshold=0.5] 0 0 0 0
LR_decay_vtime[cache_size=All,treshold=0.6] 0 0 0 0
LR_decay_vtime[cache_size=All,treshold=0.7] 0 0 0 0
LR_decay_vtime[cache_size=All,treshold=0.8] 0 0 0 0
LR_decay_vtime[cache_size=All,treshold=0.9] 0 0 0 0
LR_1[cache_size=0.01,treshold=0.5] -3.30088 -3.31167 -3.30621 -3.30691
LR_1_log[cache_size=0.01,treshold=0.5] -2.8345 -2.84422 -2.83928 -2.83929
LR_1_mean[cache_size=0.01,treshold=0.5] -3.99662 -4.04962 -4.03214 -4.04288
LR_1_robust_scaler[cache_size=0.01,treshold=0.5] -3.30112 -3.31241 -3.3066 -3.30691
LR_1_std_scaler[cache_size=0.01,treshold=0.5] -3.30186 -3.31291 -3.30715 -3.30741
LR_2[cache_size=0.01,treshold=0.5] -3.71197 -3.72137 -3.71727 -3.71805
LR_2_log[cache_size=0.01,treshold=0.5] -4.91393 -4.93098 -4.92148 -4.92004
LR_2_mean[cache_size=0.01,treshold=0.5] -4.94058 -4.95591 -4.94764 -4.94669
LR_3[cache_size=0.01,treshold=0.5] -3.69174 -3.70039 -3.69644 -3.69733
LR_3_log[cache_size=0.01,treshold=0.5] -4.84509 -4.8599 -4.85106 -4.8497
LR_3_mean[cache_size=0.01,treshold=0.5] -4.86976 -4.88507 -4.87697 -4.87562
LR_4[cache_size=0.01,treshold=0.5] -3.15258 -3.16482 -3.15825 -3.15861
LR_4_log[cache_size=0.01,treshold=0.5] -2.88879 -2.90074 -2.89451 -2.89383
LR_4_mean[cache_size=0.01,treshold=0.5] -3.86831 -3.9122 -3.89573 -3.90247
LR_4_robust_scaler[cache_size=0.01,treshold=0.5] -3.15307 -3.16556 -3.15884 -3.15935
LR_4_std_scaler[cache_size=0.01,treshold=0.5] -3.15258 -3.16507 -3.15835 -3.15885
LR_5[cache_size=0.01,treshold=0.5] -3.15356 -3.16581 -3.15929 -3.15935
LR_5_imba[cache_size=0.01,treshold=0.5] -2.01749 -2.02827 -2.02273 -2.02151
LR_6[cache_size=0.01,treshold=0.5] -3.15258 -3.16482 -3.15825 -3.15861
LR_6_imba[cache_size=0.01,treshold=0.5] -2.01872 -2.02975 -2.02407 -2.02295
LR_7[cache_size=0.01,treshold=0.3] -5.19672 -5.21209 -5.20132 -5.19862
LR_7[cache_size=0.01,treshold=0.5] -3.43931 -3.45556 -3.44835 -3.44979
LR_7[cache_size=0.01,treshold=0.6] -2.44611 -2.46043 -2.45378 -2.45409
LR_7[cache_size=0.01,treshold=0.7] -1.33841 -1.34486 -1.34122 -1.34167
LR_7[cache_size=0.01,treshold=0.8] -0.234699 -0.237081 -0.235809 -0.235455
LR_7[cache_size=0.01,treshold=0.9] 0.0399803 0.0380085 0.0390876 0.0389789
LR_7_decay_rtime[cache_size=0.01,treshold=0.3] -4.1438 -4.15896 -4.14812 -4.14635
LR_7_decay_rtime[cache_size=0.01,treshold=0.5] -2.63315 -2.64726 -2.63831 -2.63746
LR_7_decay_rtime[cache_size=0.01,treshold=0.6] -1.80306 -1.81108 -1.80622 -1.80583
LR_7_decay_rtime[cache_size=0.01,treshold=0.7] -0.915471 -0.924887 -0.919694 -0.919204
LR_7_decay_rtime[cache_size=0.01,treshold=0.8] -0.152764 -0.16011 -0.156301 -0.15719
LR_7_decay_rtime[cache_size=0.01,treshold=0.9] 0.000246792 0 4.93583e-05 0
LR_7_decay_vtime[cache_size=0.01,treshold=0.3] -0.00764975 -0.008143 -0.00789646 -0.00789733
LR_7_decay_vtime[cache_size=0.01,treshold=0.5] -0.00148075 -0.00172766 -0.001678 -0.0017273
LR_7_decay_vtime[cache_size=0.01,treshold=0.6] 0 -0.000246808 -0.000197407 -0.000246758
LR_7_decay_vtime[cache_size=0.01,treshold=0.7] 0 -0.000246758 -4.93515e-05 0
LR_7_decay_vtime[cache_size=0.01,treshold=0.8] 0 0 0 0
LR_7_decay_vtime[cache_size=0.01,treshold=0.9] 0 0 0 0
LR_8[cache_size=0.01,treshold=0.3] -5.19474 -5.21061 -5.19949 -5.19665
LR_8[cache_size=0.01,treshold=0.5] -3.43684 -3.45334 -3.44608 -3.44757
LR_8[cache_size=0.01,treshold=0.6] -2.44537 -2.45969 -2.45309 -2.4536
LR_8[cache_size=0.01,treshold=0.7] -1.34039 -1.34659 -1.34314 -1.34364
LR_8[cache_size=0.01,treshold=0.8] -0.238368 -0.241028 -0.239461 -0.239157
LR_8[cache_size=0.01,treshold=0.9] 0.0399761 0.0377616 0.0388902 0.0387322
LR_8_decay_rtime[cache_size=0.01,treshold=0.3] -4.13961 -4.15427 -4.14378 -4.14215
LR_8_decay_rtime[cache_size=0.01,treshold=0.5] -2.62896 -2.64257 -2.63402 -2.6333
LR_8_decay_rtime[cache_size=0.01,treshold=0.6] -1.8033 -1.81207 -1.80681 -1.80608
LR_8_decay_rtime[cache_size=0.01,treshold=0.7] -0.922133 -0.931548 -0.926652 -0.92636
LR_8_decay_rtime[cache_size=0.01,treshold=0.8] -0.161649 -0.168991 -0.165086 -0.165827
LR_8_decay_rtime[cache_size=0.01,treshold=0.9] 0.00148075 0.000740273 0.00108578 0.000987233
LR_8_decay_vtime[cache_size=0.01,treshold=0.3] -1.3167 -1.32454 -1.32034 -1.31872
LR_8_decay_vtime[cache_size=0.01,treshold=0.5] 0 0 0 0
LR_8_decay_vtime[cache_size=0.01,treshold=0.6] 0 0 0 0
LR_8_decay_vtime[cache_size=0.01,treshold=0.7] 0 0 0 0
LR_8_decay_vtime[cache_size=0.01,treshold=0.8] 0 0 0 0
LR_8_decay_vtime[cache_size=0.01,treshold=0.9] 0 0 0 0
LR_9[cache_size=0.01,treshold=0.3] -5.2172 -5.23283 -5.22145 -5.21849
LR_9[cache_size=0.01,treshold=0.5] -3.45781 -3.47284 -3.46606 -3.46706
LR_9[cache_size=0.01,treshold=0.6] -2.45006 -2.46413 -2.45739 -2.4568
LR_9[cache_size=0.01,treshold=0.7] -1.31917 -1.32585 -1.32227 -1.32267
LR_9[cache_size=0.01,treshold=0.8] -0.20311 -0.20649 -0.205012 -0.205344
LR_9[cache_size=0.01,treshold=0.9] 0.0402229 0.0380085 0.0391863 0.0389789
LR_9_decay_rtime[cache_size=0.01,treshold=0.3] -4.14528 -4.1602 -4.1495 -4.14758
LR_9_decay_rtime[cache_size=0.01,treshold=0.5] -2.63364 -2.648 -2.63891 -2.63771
LR_9_decay_rtime[cache_size=0.01,treshold=0.6] -1.79936 -1.80713 -1.80262 -1.80263
LR_9_decay_rtime[cache_size=0.01,treshold=0.7] -0.906587 -0.915759 -0.910711 -0.910567
LR_9_decay_rtime[cache_size=0.01,treshold=0.8] -0.143366 -0.150982 -0.146825 -0.147813
LR_9_decay_rtime[cache_size=0.01,treshold=0.9] 0 0 0 0
LR_9_decay_vtime[cache_size=0.01,treshold=0.3] -1.88622 -1.89401 -1.89012 -1.88949
LR_9_decay_vtime[cache_size=0.01,treshold=0.5] 0 0 0 0
LR_9_decay_vtime[cache_size=0.01,treshold=0.6] 0 0 0 0
LR_9_decay_vtime[cache_size=0.01,treshold=0.7] 0 0 0 0
LR_9_decay_vtime[cache_size=0.01,treshold=0.8] 0 0 0 0
LR_9_decay_vtime[cache_size=0.01,treshold=0.9] 0 0 0 0
LR_decay_rtime[cache_size=0.01,treshold=0.3] -7.0089 -7.02293 -7.01312 -7.01078
LR_decay_rtime[cache_size=0.01,treshold=0.5] -4.19472 -4.20018 -4.19683 -4.1969
LR_decay_rtime[cache_size=0.01,treshold=0.6] -2.72174 -2.72751 -2.72518 -2.7255
LR_decay_rtime[cache_size=0.01,treshold=0.7] -2.1115 -2.11627 -2.11374 -2.11292
LR_decay_rtime[cache_size=0.01,treshold=0.8] 0 0 0 0
LR_decay_rtime[cache_size=0.01,treshold=0.9] 0 0 0 0
LR_decay_vtime[cache_size=0.01,treshold=0.3] 0 0 0 0
LR_decay_vtime[cache_size=0.01,treshold=0.5] 0 0 0 0
LR_decay_vtime[cache_size=0.01,treshold=0.6] 0 0 0 0
LR_decay_vtime[cache_size=0.01,treshold=0.7] 0 0 0 0
LR_decay_vtime[cache_size=0.01,treshold=0.8] 0 0 0 0
LR_decay_vtime[cache_size=0.01,treshold=0.9] 0 0 0 0
LR_1[cache_size=0.1,treshold=0.5] -4.14973 -4.16384 -4.15709 -4.1564
LR_1_log[cache_size=0.1,treshold=0.5] -4.01857 -4.02868 -4.02327 -4.02368
LR_1_mean[cache_size=0.1,treshold=0.5] -7.04833 -7.06071 -7.055 -7.05716
LR_1_robust_scaler[cache_size=0.1,treshold=0.5] -4.14927 -4.16291 -4.15652 -4.15594
LR_1_std_scaler[cache_size=0.1,treshold=0.5] -4.15067 -4.16478 -4.15821 -4.15734
LR_2[cache_size=0.1,treshold=0.5] -5.38921 -5.40088 -5.39681 -5.3983
LR_2_log[cache_size=0.1,treshold=0.5] -7.1286 -7.14162 -7.13589 -7.13758
LR_2_mean[cache_size=0.1,treshold=0.5] -7.12533 -7.13741 -7.13206 -7.13291
LR_3[cache_size=0.1,treshold=0.5] -5.38968 -5.4014 -5.39718 -5.39877
LR_3_log[cache_size=0.1,treshold=0.5] -7.11926 -7.13274 -7.12663 -7.12823
LR_3_mean[cache_size=0.1,treshold=0.5] -7.11599 -7.12853 -7.1228 -7.12355
LR_4[cache_size=0.1,treshold=0.5] -4.00101 -4.01699 -4.00877 -4.00686
LR_4_log[cache_size=0.1,treshold=0.5] -4.04263 -4.05393 -4.04767 -4.04429
LR_4_mean[cache_size=0.1,treshold=0.5] -6.61346 -6.63356 -6.62484 -6.62283
LR_4_robust_scaler[cache_size=0.1,treshold=0.5] -4.00007 -4.01652 -4.0083 -4.00639
LR_4_std_scaler[cache_size=0.1,treshold=0.5] -4.00007 -4.01652 -4.0083 -4.00639
LR_5[cache_size=0.1,treshold=0.5] -4.00382 -4.02073 -4.01223 -4.01013
LR_5_imba[cache_size=0.1,treshold=0.5] -2.51095 -2.52698 -2.519 -2.51868
LR_6[cache_size=0.1,treshold=0.5] -4.00101 -4.01745 -4.00915 -4.00733
LR_6_imba[cache_size=0.1,treshold=0.5] -2.51048 -2.52605 -2.51815 -2.51774
LR_7[cache_size=0.1,treshold=0.3] -7.48836 -7.50548 -7.49648 -7.49505
LR_7[cache_size=0.1,treshold=0.5] -4.77549 -4.79008 -4.78344 -4.78262
LR_7[cache_size=0.1,treshold=0.6] -3.2934 -3.30703 -3.2989 -3.29839
LR_7[cache_size=0.1,treshold=0.7] -1.69359 -1.70679 -1.70037 -1.70187
LR_7[cache_size=0.1,treshold=0.8] -0.231974 -0.239418 -0.235936 -0.236579
LR_7[cache_size=0.1,treshold=0.9] -0.00140198 -0.00140307 -0.00140271 -0.00140284
LR_7_decay_rtime[cache_size=0.1,treshold=0.3] -3.50293 -3.52498 -3.51352 -3.51477
LR_7_decay_rtime[cache_size=0.1,treshold=0.5] -0.264707 -0.267942 -0.266329 -0.266376
LR_7_decay_rtime[cache_size=0.1,treshold=0.6] 0 0 0 0
LR_7_decay_rtime[cache_size=0.1,treshold=0.7] 0 0 0 0
LR_7_decay_rtime[cache_size=0.1,treshold=0.8] 0 0 0 0
LR_7_decay_rtime[cache_size=0.1,treshold=0.9] 0 0 0 0
LR_7_decay_vtime[cache_size=0.1,treshold=0.3] -10.499 -10.5179 -10.5053 -10.5041
LR_7_decay_vtime[cache_size=0.1,treshold=0.5] -6.9141 -6.93023 -6.92296 -6.92535
LR_7_decay_vtime[cache_size=0.1,treshold=0.6] -4.81674 -4.83372 -4.82843 -4.83257
LR_7_decay_vtime[cache_size=0.1,treshold=0.7] -2.27168 -2.27976 -2.27707 -2.27812
LR_7_decay_vtime[cache_size=0.1,treshold=0.8] -0.000467548 -0.000934654 -0.000561037 -0.000467681
LR_7_decay_vtime[cache_size=0.1,treshold=0.9] 0 0 0 0
LR_8[cache_size=0.1,treshold=0.3] -7.5122 -7.52793 -7.51883 -7.51797
LR_8[cache_size=0.1,treshold=0.5] -4.78204 -4.79709 -4.78999 -4.78862
LR_8[cache_size=0.1,treshold=0.6] -3.28639 -3.30095 -3.29227 -3.29092
LR_8[cache_size=0.1,treshold=0.7] -1.67256 -1.68575 -1.67877 -1.6799
LR_8[cache_size=0.1,treshold=0.8] -0.209525 -0.216505 -0.213212 -0.213101
LR_8[cache_size=0.1,treshold=0.9] 0 -0.000467681 -0.000280511 -0.000467327
LR_8_decay_rtime[cache_size=0.1,treshold=0.3] -3.50995 -3.53106 -3.51997 -3.52131
LR_8_decay_rtime[cache_size=0.1,treshold=0.5] -0.267981 -0.271216 -0.269415 -0.26918
LR_8_decay_rtime[cache_size=0.1,treshold=0.6] 0 0 0 0
LR_8_decay_rtime[cache_size=0.1,treshold=0.7] 0 0 0 0
LR_8_decay_rtime[cache_size=0.1,treshold=0.8] 0 0 0 0
LR_8_decay_rtime[cache_size=0.1,treshold=0.9] 0 0 0 0
LR_8_decay_vtime[cache_size=0.1,treshold=0.3] -10.99 -11.0043 -10.9938 -10.9912
LR_8_decay_vtime[cache_size=0.1,treshold=0.5] -7.54733 -7.56394 -7.55446 -7.54977
LR_8_decay_vtime[cache_size=0.1,treshold=0.6] -5.51679 -5.52996 -5.52529 -5.52641
LR_8_decay_vtime[cache_size=0.1,treshold=0.7] -3.02501 -3.03949 -3.0323 -3.0339
LR_8_decay_vtime[cache_size=0.1,treshold=0.8] -0.00187072 -0.00280614 -0.00243137 -0.00233807
LR_8_decay_vtime[cache_size=0.1,treshold=0.9] 0 0 0 0
LR_9[cache_size=0.1,treshold=0.3] -7.51501 -7.53074 -7.52154 -7.52078
LR_9[cache_size=0.1,treshold=0.5] -4.78297 -4.7985 -4.79111 -4.78917
LR_9[cache_size=0.1,treshold=0.6] -3.28546 -3.30049 -3.2917 -3.29045
LR_9[cache_size=0.1,treshold=0.7] -1.66976 -1.68341 -1.67615 -1.67714
LR_9[cache_size=0.1,treshold=0.8] -0.205783 -0.212734 -0.209565 -0.209362
LR_9[cache_size=0.1,treshold=0.9] 0 -0.000467681 -0.000280511 -0.000467327
LR_9_decay_rtime[cache_size=0.1,treshold=0.3] -3.48983 -3.51141 -3.50015 -3.50215
LR_9_decay_rtime[cache_size=0.1,treshold=0.5] -0.260031 -0.263266 -0.261466 -0.261236
LR_9_decay_rtime[cache_size=0.1,treshold=0.6] 0 0 0 0
LR_9_decay_rtime[cache_size=0.1,treshold=0.7] 0 0 0 0
LR_9_decay_rtime[cache_size=0.1,treshold=0.8] 0 0 0 0
LR_9_decay_rtime[cache_size=0.1,treshold=0.9] 0 0 0 0
LR_9_decay_vtime[cache_size=0.1,treshold=0.3] -11.1495 -11.1638 -11.154 -11.1528
LR_9_decay_vtime[cache_size=0.1,treshold=0.5] -7.75716 -7.77207 -7.76449 -7.76491
LR_9_decay_vtime[cache_size=0.1,treshold=0.6] -5.74251 -5.7582 -5.75132 -5.75177
LR_9_decay_vtime[cache_size=0.1,treshold=0.7] -3.26101 -3.28124 -3.27113 -3.27049
LR_9_decay_vtime[cache_size=0.1,treshold=0.8] -0.00935362 -0.0112158 -0.01038 -0.0102875
LR_9_decay_vtime[cache_size=0.1,treshold=0.9] 0 0 0 0
LR_decay_rtime[cache_size=0.1,treshold=0.3] -3.67259 -3.68446 -3.68007 -3.68012
LR_decay_rtime[cache_size=0.1,treshold=0.5] 0 0 0 0
LR_decay_rtime[cache_size=0.1,treshold=0.6] 0 0 0 0
LR_decay_rtime[cache_size=0.1,treshold=0.7] 0 0 0 0
LR_decay_rtime[cache_size=0.1,treshold=0.8] 0 0 0 0
LR_decay_rtime[cache_size=0.1,treshold=0.9] 0 0 0 0
LR_decay_vtime[cache_size=0.1,treshold=0.3] 0 0 0 0
LR_decay_vtime[cache_size=0.1,treshold=0.5] 0 0 0 0
LR_decay_vtime[cache_size=0.1,treshold=0.6] 0 0 0 0
LR_decay_vtime[cache_size=0.1,treshold=0.7] 0 0 0 0
LR_decay_vtime[cache_size=0.1,treshold=0.8] 0 0 0 0
LR_decay_vtime[cache_size=0.1,treshold=0.9] 0 0 0 0
LR_1[cache_size=0.2,treshold=0.5] -4.34532 -4.3589 -4.3518 -4.35281
LR_1_log[cache_size=0.2,treshold=0.5] -4.49586 -4.51532 -4.50601 -4.50932
LR_1_mean[cache_size=0.2,treshold=0.5] -8.05283 -8.06224 -8.05794 -8.05928
LR_1_robust_scaler[cache_size=0.2,treshold=0.5] -4.34598 -4.3602 -4.35245 -4.35281
LR_1_std_scaler[cache_size=0.2,treshold=0.5] -4.34925 -4.36282 -4.3552 -4.35608
LR_2[cache_size=0.2,treshold=0.5] -6.12635 -6.15169 -6.14085 -6.14131
LR_2_log[cache_size=0.2,treshold=0.5] -8.0345 -8.04915 -8.04131 -8.04029
LR_2_mean[cache_size=0.2,treshold=0.5] -8.06134 -8.07205 -8.0671 -8.06845
LR_3[cache_size=0.2,treshold=0.5] -6.127 -6.15235 -6.14164 -6.14262
LR_3_log[cache_size=0.2,treshold=0.5] -8.03058 -8.04588 -8.03725 -8.03613
LR_3_mean[cache_size=0.2,treshold=0.5] -8.05676 -8.06747 -8.06252 -8.06386
LR_4[cache_size=0.2,treshold=0.5] -4.18562 -4.20051 -4.19182 -4.19302
LR_4_log[cache_size=0.2,treshold=0.5] -4.49324 -4.50943 -4.50038 -4.49624
LR_4_mean[cache_size=0.2,treshold=0.5] -7.44372 -7.45725 -7.45207 -7.45427
LR_4_robust_scaler[cache_size=0.2,treshold=0.5] -4.18562 -4.1992 -4.19169 -4.19237
LR_4_std_scaler[cache_size=0.2,treshold=0.5] -4.18627 -4.20116 -4.19287 -4.19368
LR_5[cache_size=0.2,treshold=0.5] -4.18955 -4.20378 -4.19562 -4.1963
LR_5_imba[cache_size=0.2,treshold=0.5] -2.44592 -2.46081 -2.45239 -2.45302
LR_6[cache_size=0.2,treshold=0.5] -4.18562 -4.1992 -4.19169 -4.19237
LR_6_imba[cache_size=0.2,treshold=0.5] -2.44199 -2.45623 -2.44872 -2.44975
LR_7[cache_size=0.2,treshold=0.3] -8.57414 -8.57858 -8.57596 -8.57545
LR_7[cache_size=0.2,treshold=0.5] -5.22041 -5.23591 -5.22656 -5.22357
LR_7[cache_size=0.2,treshold=0.6] -3.42769 -3.44523 -3.43567 -3.43798
LR_7[cache_size=0.2,treshold=0.7] -1.56102 -1.57424 -1.56833 -1.56881
LR_7[cache_size=0.2,treshold=0.8] -0.0824656 -0.0942717 -0.0864022 -0.0844324
LR_7[cache_size=0.2,treshold=0.9] -0.00196289 -0.00261941 -0.00209466 -0.00196354
LR_7_decay_rtime[cache_size=0.2,treshold=0.3] 0 0 0 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.5] 0 0 0 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.6] 0 0 0 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.7] 0 0 0 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.8] 0 0 0 0
LR_7_decay_rtime[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_7_decay_vtime[cache_size=0.2,treshold=0.3] -11.9998 -12.0079 -12.0043 -12.0053
LR_7_decay_vtime[cache_size=0.2,treshold=0.5] -7.70464 -7.71611 -7.70984 -7.71024
LR_7_decay_vtime[cache_size=0.2,treshold=0.6] -5.26023 -5.27943 -5.27172 -5.27146
LR_7_decay_vtime[cache_size=0.2,treshold=0.7] -2.33718 -2.34959 -2.34451 -2.34631
LR_7_decay_vtime[cache_size=0.2,treshold=0.8] -0.00130933 -0.00196456 -0.00183276 -0.00196347
LR_7_decay_vtime[cache_size=0.2,treshold=0.9] -0.000654296 -0.00130971 -0.00104733 -0.00130898
LR_8[cache_size=0.2,treshold=0.3] -8.59705 -8.60215 -8.599 -8.59867
LR_8[cache_size=0.2,treshold=0.5] -5.2263 -5.24376 -5.23349 -5.23031
LR_8[cache_size=0.2,treshold=0.6] -3.42246 -3.43868 -3.42978 -3.43143
LR_8[cache_size=0.2,treshold=0.7] -1.54465 -1.55526 -1.55053 -1.55114
LR_8[cache_size=0.2,treshold=0.8] -0.0687596 -0.0792144 -0.0729181 -0.0719966
LR_8[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.3] 0 0 0 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.5] 0 0 0 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.6] 0 0 0 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.7] 0 0 0 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.8] 0 0 0 0
LR_8_decay_rtime[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_8_decay_vtime[cache_size=0.2,treshold=0.3] -12.7867 -12.7948 -12.7906 -12.7918
LR_8_decay_vtime[cache_size=0.2,treshold=0.5] -8.71358 -8.72569 -8.71904 -8.71806
LR_8_decay_vtime[cache_size=0.2,treshold=0.6] -6.35352 -6.37808 -6.3689 -6.37301
LR_8_decay_vtime[cache_size=0.2,treshold=0.7] -3.5205 -3.53752 -3.52901 -3.52864
LR_8_decay_vtime[cache_size=0.2,treshold=0.8] -0.00458142 -0.00588866 -0.00497457 -0.00458397
LR_8_decay_vtime[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_9[cache_size=0.2,treshold=0.3] -8.60164 -8.60739 -8.6041 -8.60359
LR_9[cache_size=0.2,treshold=0.5] -5.22892 -5.24507 -5.23546 -5.23359
LR_9[cache_size=0.2,treshold=0.6] -3.4218 -3.43868 -3.42939 -3.43078
LR_9[cache_size=0.2,treshold=0.7] -1.54138 -1.55264 -1.54791 -1.54852
LR_9[cache_size=0.2,treshold=0.8] -0.0674499 -0.0779051 -0.0718708 -0.0713421
LR_9[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.3] 0 0 0 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.5] 0 0 0 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.6] 0 0 0 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.7] 0 0 0 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.8] 0 0 0 0
LR_9_decay_rtime[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_9_decay_vtime[cache_size=0.2,treshold=0.3] -12.9773 -12.9869 -12.9817 -12.9805
LR_9_decay_vtime[cache_size=0.2,treshold=0.5] -8.95908 -8.96844 -8.96516 -8.96554
LR_9_decay_vtime[cache_size=0.2,treshold=0.6] -6.62913 -6.65027 -6.64225 -6.64807
LR_9_decay_vtime[cache_size=0.2,treshold=0.7] -3.8196 -3.83482 -3.82645 -3.82367
LR_9_decay_vtime[cache_size=0.2,treshold=0.8] -0.0333802 -0.0366718 -0.0349539 -0.0346879
LR_9_decay_vtime[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_decay_rtime[cache_size=0.2,treshold=0.3] 0 0 0 0
LR_decay_rtime[cache_size=0.2,treshold=0.5] 0 0 0 0
LR_decay_rtime[cache_size=0.2,treshold=0.6] 0 0 0 0
LR_decay_rtime[cache_size=0.2,treshold=0.7] 0 0 0 0
LR_decay_rtime[cache_size=0.2,treshold=0.8] 0 0 0 0
LR_decay_rtime[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_decay_vtime[cache_size=0.2,treshold=0.3] 0 0 0 0
LR_decay_vtime[cache_size=0.2,treshold=0.5] 0 0 0 0
LR_decay_vtime[cache_size=0.2,treshold=0.6] 0 0 0 0
LR_decay_vtime[cache_size=0.2,treshold=0.7] 0 0 0 0
LR_decay_vtime[cache_size=0.2,treshold=0.8] 0 0 0 0
LR_decay_vtime[cache_size=0.2,treshold=0.9] 0 0 0 0
LR_1[cache_size=0.4,treshold=0.5] -4.27173 -4.33018 -4.29553 -4.28948
LR_1_log[cache_size=0.4,treshold=0.5] -4.87156 -4.92392 -4.89566 -4.89544
LR_1_mean[cache_size=0.4,treshold=0.5] -8.93002 -8.97831 -8.94945 -8.94771
LR_1_robust_scaler[cache_size=0.4,treshold=0.5] -4.27263 -4.32985 -4.29562 -4.28925
LR_1_std_scaler[cache_size=0.4,treshold=0.5] -4.28934 -4.34769 -4.31314 -4.30698
LR_2[cache_size=0.4,treshold=0.5] -8.08884 -8.14444 -8.11281 -8.11011
LR_2_log[cache_size=0.4,treshold=0.5] -8.47372 -8.52637 -8.49845 -8.49391
LR_2_mean[cache_size=0.4,treshold=0.5] -8.92723 -8.98198 -8.9513 -8.95072
LR_3[cache_size=0.4,treshold=0.5] -6.61497 -6.67559 -6.64662 -6.65118
LR_3_log[cache_size=0.4,treshold=0.5] -8.47405 -8.52804 -8.4993 -8.49514
LR_3_mean[cache_size=0.4,treshold=0.5] -8.92534 -8.97998 -8.94963 -8.94938
LR_4[cache_size=0.4,treshold=0.5] -4.48902 -4.54879 -4.51535 -4.50886
LR_4_log[cache_size=0.4,treshold=0.5] -4.8496 -4.90385 -4.87695 -4.87794
LR_4_mean[cache_size=0.4,treshold=0.5] -8.12873 -8.18992 -8.16157 -8.16416
LR_4_robust_scaler[cache_size=0.4,treshold=0.5] -4.20945 -4.26642 -4.23389 -4.22739
LR_4_std_scaler[cache_size=0.4,treshold=0.5] -4.22092 -4.27712 -4.24497 -4.23898
LR_5[cache_size=0.4,treshold=0.5] -4.22293 -4.27991 -4.24724 -4.24121
LR_5_imba[cache_size=0.4,treshold=0.5] -1.87457 -1.92023 -1.90385 -1.90786
LR_6[cache_size=0.4,treshold=0.5] -4.20755 -4.2653 -4.23215 -4.22583
LR_6_imba[cache_size=0.4,treshold=0.5] -1.86677 -1.91856 -1.89866 -1.90084
LR_7[cache_size=0.4,treshold=0.3] -9.46621 -9.52188 -9.49432 -9.49426
LR_7[cache_size=0.4,treshold=0.5] -5.35293 -5.42246 -5.39159 -5.38726
LR_7[cache_size=0.4,treshold=0.6] -3.23244 -3.29443 -3.26094 -3.25586
LR_7[cache_size=0.4,treshold=0.7] -1.19619 -1.23474 -1.22055 -1.22163
LR_7[cache_size=0.4,treshold=0.8] -0.102515 -0.129588 -0.117868 -0.122509
LR_7[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_7_decay_rtime[cache_size=0.4,treshold=0.3] -14.2212 -14.2806 -14.2569 -14.2594
LR_7_decay_rtime[cache_size=0.4,treshold=0.5] -8.94372 -8.99347 -8.96704 -8.9665
LR_7_decay_rtime[cache_size=0.4,treshold=0.6] -6.01894 -6.07305 -6.05097 -6.05766
LR_7_decay_rtime[cache_size=0.4,treshold=0.7] -2.62092 -2.65443 -2.63995 -2.64782
LR_7_decay_rtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_7_decay_rtime[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_7_decay_vtime[cache_size=0.4,treshold=0.3] -14.2101 -14.2717 -14.2464 -14.2493
LR_7_decay_vtime[cache_size=0.4,treshold=0.5] -8.92924 -8.97786 -8.95177 -8.95194
LR_7_decay_vtime[cache_size=0.4,treshold=0.6] -6.00189 -6.05432 -6.0338 -6.0415
LR_7_decay_vtime[cache_size=0.4,treshold=0.7] -2.60521 -2.63715 -2.62185 -2.62953
LR_7_decay_vtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_7_decay_vtime[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_8[cache_size=0.4,treshold=0.3] -9.46543 -9.52076 -9.4928 -9.49181
LR_8[cache_size=0.4,treshold=0.5] -5.35315 -5.42279 -5.39183 -5.38793
LR_8[cache_size=0.4,treshold=0.6] -3.23378 -3.29477 -3.26206 -3.25686
LR_8[cache_size=0.4,treshold=0.7] -1.19797 -1.2363 -1.22197 -1.2223
LR_8[cache_size=0.4,treshold=0.8] -0.103295 -0.130034 -0.118113 -0.122286
LR_8[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_8_decay_rtime[cache_size=0.4,treshold=0.3] -14.2179 -14.2784 -14.254 -14.2571
LR_8_decay_rtime[cache_size=0.4,treshold=0.5] -8.94127 -8.99213 -8.96486 -8.96416
LR_8_decay_rtime[cache_size=0.4,treshold=0.6] -6.01771 -6.07204 -6.04986 -6.05588
LR_8_decay_rtime[cache_size=0.4,treshold=0.7] -2.62136 -2.65554 -2.64071 -2.64837
LR_8_decay_rtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_8_decay_rtime[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_8_decay_vtime[cache_size=0.4,treshold=0.3] -14.2346 -14.2951 -14.2707 -14.2739
LR_8_decay_vtime[cache_size=0.4,treshold=0.5] -8.95542 -9.00551 -8.98024 -8.98156
LR_8_decay_vtime[cache_size=0.4,treshold=0.6] -6.03309 -6.08709 -6.06453 -6.07048
LR_8_decay_vtime[cache_size=0.4,treshold=0.7] -2.63462 -2.67115 -2.65468 -2.66266
LR_8_decay_vtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_8_decay_vtime[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_9[cache_size=0.4,treshold=0.3] -9.46666 -9.52165 -9.49456 -9.49459
LR_9[cache_size=0.4,treshold=0.5] -5.35326 -5.42312 -5.39172 -5.38693
LR_9[cache_size=0.4,treshold=0.6] -3.23233 -3.29443 -3.2609 -3.25575
LR_9[cache_size=0.4,treshold=0.7] -1.19608 -1.23507 -1.22055 -1.2213
LR_9[cache_size=0.4,treshold=0.8] -0.103183 -0.129477 -0.118047 -0.122509
LR_9[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_9_decay_rtime[cache_size=0.4,treshold=0.3] -14.2234 -14.2828 -14.2598 -14.2627
LR_9_decay_rtime[cache_size=0.4,treshold=0.5] -8.94528 -8.99536 -8.96872 -8.96862
LR_9_decay_rtime[cache_size=0.4,treshold=0.6] -6.01994 -6.07383 -6.05191 -6.05822
LR_9_decay_rtime[cache_size=0.4,treshold=0.7] -2.61958 -2.65387 -2.63926 -2.64715
LR_9_decay_rtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_9_decay_rtime[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_9_decay_vtime[cache_size=0.4,treshold=0.3] -14.2402 -14.3029 -14.2785 -14.2806
LR_9_decay_vtime[cache_size=0.4,treshold=0.5] -8.9601 -9.01164 -8.98552 -8.98669
LR_9_decay_vtime[cache_size=0.4,treshold=0.6] -6.03666 -6.09022 -6.06702 -6.07271
LR_9_decay_vtime[cache_size=0.4,treshold=0.7] -2.63362 -2.67059 -2.65404 -2.66186
LR_9_decay_vtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_9_decay_vtime[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_decay_rtime[cache_size=0.4,treshold=0.3] 0 0 0 0
LR_decay_rtime[cache_size=0.4,treshold=0.5] 0 0 0 0
LR_decay_rtime[cache_size=0.4,treshold=0.6] 0 0 0 0
LR_decay_rtime[cache_size=0.4,treshold=0.7] 0 0 0 0
LR_decay_rtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_decay_rtime[cache_size=0.4,treshold=0.9] 0 0 0 0
LR_decay_vtime[cache_size=0.4,treshold=0.3] 0 0 0 0
LR_decay_vtime[cache_size=0.4,treshold=0.5] 0 0 0 0
LR_decay_vtime[cache_size=0.4,treshold=0.6] 0 0 0 0
LR_decay_vtime[cache_size=0.4,treshold=0.7] 0 0 0 0
LR_decay_vtime[cache_size=0.4,treshold=0.8] 0 0 0 0
LR_decay_vtime[cache_size=0.4,treshold=0.9] 0 0 0 0
Offline Clock 1st iteration 0 0 0 0
Offline Clock 2nd iteration 7.80369 0.100977 2.73498 1.84941
Zipf Optimal Distribution 3.35401 0.0684004 1.23463 0.902408

Model Summaries Plot

Miss Ratio Reduced (%)

Promotion Reduced (%)

Promotion vs Miss Ratio

Cache Size All

Cache Size 0.001

Cache Size 0.01

Cache Size 0.1

Cache Size 0.2

Cache Size 0.4

Model Classification Report

LR_1_0.001

              precision    recall  f1-score   support

           0       0.86      0.66      0.75  30469299
           1       0.62      0.83      0.71  19888532

    accuracy                           0.73  50357831
   macro avg       0.74      0.75      0.73  50357831
weighted avg       0.76      0.73      0.73  50357831

Accuracy: 0.7289517890474672

LR_1_0.01

              precision    recall  f1-score   support

           0       0.86      0.68      0.76  30231476
           1       0.63      0.83      0.72  19809713

    accuracy                           0.74  50041189
   macro avg       0.74      0.76      0.74  50041189
weighted avg       0.77      0.74      0.74  50041189

Accuracy: 0.7399302402666731

LR_1_0.1

              precision    recall  f1-score   support

           0       0.86      0.73      0.79  29263977
           1       0.67      0.82      0.74  18981990

    accuracy                           0.77  48245967
   macro avg       0.76      0.78      0.76  48245967
weighted avg       0.79      0.77      0.77  48245967

Accuracy: 0.7676230637060296

LR_1_0.2

              precision    recall  f1-score   support

           0       0.87      0.75      0.81  28400293
           1       0.67      0.81      0.74  17762125

    accuracy                           0.78  46162418
   macro avg       0.77      0.78      0.77  46162418
weighted avg       0.79      0.78      0.78  46162418

Accuracy: 0.7765185523860557

LR_1_0.4

              precision    recall  f1-score   support

           0       0.87      0.77      0.82  26121772
           1       0.66      0.80      0.72  14505950

    accuracy                           0.78  40627722
   macro avg       0.76      0.78      0.77  40627722
weighted avg       0.79      0.78      0.78  40627722

Accuracy: 0.7780763587975718

LR_1_All

              precision    recall  f1-score   support

           0       0.67      0.60      0.63 144486817
           1       0.46      0.54      0.50  90948310

    accuracy                           0.58 235435127
   macro avg       0.57      0.57      0.57 235435127
weighted avg       0.59      0.58      0.58 235435127

Accuracy: 0.5767005872492426

LR_1_log_0.001

              precision    recall  f1-score   support

           0       0.83      0.73      0.78  30469299
           1       0.65      0.77      0.71  19888532

    accuracy                           0.75  50357831
   macro avg       0.74      0.75      0.74  50357831
weighted avg       0.76      0.75      0.75  50357831

Accuracy: 0.7465433131939301

LR_1_log_0.01

              precision    recall  f1-score   support

           0       0.84      0.73      0.78  30231476
           1       0.66      0.78      0.71  19809713

    accuracy                           0.75  50041189
   macro avg       0.75      0.76      0.75  50041189
weighted avg       0.77      0.75      0.75  50041189

Accuracy: 0.751373373642261

LR_1_log_0.1

              precision    recall  f1-score   support

           0       0.86      0.73      0.79  29263977
           1       0.66      0.81      0.73  18981990

    accuracy                           0.76  48245967
   macro avg       0.76      0.77      0.76  48245967
weighted avg       0.78      0.76      0.76  48245967

Accuracy: 0.761670193075413

LR_1_log_0.2

              precision    recall  f1-score   support

           0       0.87      0.72      0.79  28400293
           1       0.65      0.83      0.73  17762125

    accuracy                           0.76  46162418
   macro avg       0.76      0.77      0.76  46162418
weighted avg       0.79      0.76      0.77  46162418

Accuracy: 0.7624651507639829

LR_1_log_0.4

              precision    recall  f1-score   support

           0       0.88      0.71      0.79  26121772
           1       0.61      0.83      0.71  14505950

    accuracy                           0.75  40627722
   macro avg       0.75      0.77      0.75  40627722
weighted avg       0.79      0.75      0.76  40627722

Accuracy: 0.7535204164289595

LR_1_log_All

              precision    recall  f1-score   support

           0       0.73      0.56      0.64 144486817
           1       0.49      0.67      0.57  90948310

    accuracy                           0.61 235435127
   macro avg       0.61      0.62      0.60 235435127
weighted avg       0.64      0.61      0.61 235435127

Accuracy: 0.6053789670901573

LR_1_mean_0.001

              precision    recall  f1-score   support

           0       0.86      0.71      0.78  30469299
           1       0.65      0.82      0.73  19888532

    accuracy                           0.75  50357831
   macro avg       0.75      0.77      0.75  50357831
weighted avg       0.78      0.75      0.76  50357831

Accuracy: 0.7549619243926531

LR_1_mean_0.01

              precision    recall  f1-score   support

           0       0.81      0.66      0.73  30231476
           1       0.60      0.76      0.67  19809713

    accuracy                           0.70  50041189
   macro avg       0.70      0.71      0.70  50041189
weighted avg       0.73      0.70      0.71  50041189

Accuracy: 0.7019766456788227

LR_1_mean_0.1

              precision    recall  f1-score   support

           0       0.83      0.64      0.72  29263977
           1       0.59      0.80      0.68  18981990

    accuracy                           0.70  48245967
   macro avg       0.71      0.72      0.70  48245967
weighted avg       0.74      0.70      0.71  48245967

Accuracy: 0.7043372143416672

LR_1_mean_0.2

              precision    recall  f1-score   support

           0       0.85      0.66      0.74  28400293
           1       0.60      0.82      0.69  17762125

    accuracy                           0.72  46162418
   macro avg       0.73      0.74      0.72  46162418
weighted avg       0.75      0.72      0.72  46162418

Accuracy: 0.7203463865346048

LR_1_mean_0.4

              precision    recall  f1-score   support

           0       0.89      0.69      0.77  26121772
           1       0.60      0.84      0.70  14505950

    accuracy                           0.74  40627722
   macro avg       0.74      0.76      0.74  40627722
weighted avg       0.78      0.74      0.75  40627722

Accuracy: 0.7424505612202427

LR_1_mean_All

              precision    recall  f1-score   support

           0       0.69      0.39      0.50 144486817
           1       0.42      0.72      0.53  90948310

    accuracy                           0.52 235435127
   macro avg       0.55      0.55      0.51 235435127
weighted avg       0.58      0.52      0.51 235435127

Accuracy: 0.5151163105750146

LR_1_robust_scaler_0.001

              precision    recall  f1-score   support

           0       0.86      0.66      0.75  30469299
           1       0.62      0.83      0.71  19888532

    accuracy                           0.73  50357831
   macro avg       0.74      0.75      0.73  50357831
weighted avg       0.76      0.73      0.73  50357831

Accuracy: 0.7289659477192336

LR_1_robust_scaler_0.01

              precision    recall  f1-score   support

           0       0.86      0.68      0.76  30231476
           1       0.63      0.83      0.72  19809713

    accuracy                           0.74  50041189
   macro avg       0.74      0.76      0.74  50041189
weighted avg       0.77      0.74      0.74  50041189

Accuracy: 0.7398954289435449

LR_1_robust_scaler_0.1

              precision    recall  f1-score   support

           0       0.86      0.73      0.79  29263977
           1       0.67      0.82      0.74  18981990

    accuracy                           0.77  48245967
   macro avg       0.76      0.78      0.76  48245967
weighted avg       0.79      0.77      0.77  48245967

Accuracy: 0.7676340283530849

LR_1_robust_scaler_0.2

              precision    recall  f1-score   support

           0       0.87      0.75      0.81  28400293
           1       0.67      0.81      0.74  17762125

    accuracy                           0.78  46162418
   macro avg       0.77      0.78      0.77  46162418
weighted avg       0.79      0.78      0.78  46162418

Accuracy: 0.7765035618368171

LR_1_robust_scaler_0.4

              precision    recall  f1-score   support

           0       0.87      0.77      0.82  26121772
           1       0.66      0.80      0.72  14505950

    accuracy                           0.78  40627722
   macro avg       0.76      0.78      0.77  40627722
weighted avg       0.79      0.78      0.78  40627722

Accuracy: 0.7780789678535263

LR_1_robust_scaler_All

              precision    recall  f1-score   support

           0       0.69      0.51      0.59 144486817
           1       0.45      0.63      0.52  90948310

    accuracy                           0.56 235435127
   macro avg       0.57      0.57      0.55 235435127
weighted avg       0.59      0.56      0.56 235435127

Accuracy: 0.5569676355049601

LR_1_std_scaler_0.001

              precision    recall  f1-score   support

           0       0.86      0.66      0.75  30469299
           1       0.62      0.83      0.71  19888532

    accuracy                           0.73  50357831
   macro avg       0.74      0.75      0.73  50357831
weighted avg       0.76      0.73      0.73  50357831

Accuracy: 0.7289902934858334

LR_1_std_scaler_0.01

              precision    recall  f1-score   support

           0       0.86      0.68      0.76  30231476
           1       0.63      0.83      0.72  19809713

    accuracy                           0.74  50041189
   macro avg       0.74      0.76      0.74  50041189
weighted avg       0.77      0.74      0.74  50041189

Accuracy: 0.739903102622122

LR_1_std_scaler_0.1

              precision    recall  f1-score   support

           0       0.86      0.73      0.79  29263977
           1       0.67      0.82      0.74  18981990

    accuracy                           0.77  48245967
   macro avg       0.76      0.78      0.76  48245967
weighted avg       0.79      0.77      0.77  48245967

Accuracy: 0.7676588387170269

LR_1_std_scaler_0.2

              precision    recall  f1-score   support

           0       0.87      0.75      0.81  28400293
           1       0.67      0.81      0.74  17762125

    accuracy                           0.78  46162418
   macro avg       0.77      0.78      0.77  46162418
weighted avg       0.79      0.78      0.78  46162418

Accuracy: 0.7765868113754353

LR_1_std_scaler_0.4

              precision    recall  f1-score   support

           0       0.87      0.77      0.82  26121772
           1       0.66      0.80      0.72  14505950

    accuracy                           0.78  40627722
   macro avg       0.76      0.78      0.77  40627722
weighted avg       0.79      0.78      0.78  40627722

Accuracy: 0.7782466120054676

LR_1_std_scaler_All

              precision    recall  f1-score   support

           0       0.69      0.51      0.59 144486817
           1       0.45      0.63      0.52  90948310

    accuracy                           0.56 235435127
   macro avg       0.57      0.57      0.55 235435127
weighted avg       0.59      0.56      0.56 235435127

Accuracy: 0.5570035307433118

LR_2_0.001

              precision    recall  f1-score   support

           0       0.74      0.71      0.72  30469299
           1       0.58      0.61      0.59  19888532

    accuracy                           0.67  50357831
   macro avg       0.66      0.66      0.66  50357831
weighted avg       0.67      0.67      0.67  50357831

Accuracy: 0.6680608225560787

LR_2_0.01

              precision    recall  f1-score   support

           0       0.75      0.71      0.73  30231476
           1       0.59      0.63      0.61  19809713

    accuracy                           0.68  50041189
   macro avg       0.67      0.67      0.67  50041189
weighted avg       0.68      0.68      0.68  50041189

Accuracy: 0.6778870302222435

LR_2_0.1

              precision    recall  f1-score   support

           0       0.78      0.73      0.75  29263977
           1       0.62      0.68      0.65  18981990

    accuracy                           0.71  48245967
   macro avg       0.70      0.70      0.70  48245967
weighted avg       0.72      0.71      0.71  48245967

Accuracy: 0.7090260414927532

LR_2_0.2

              precision    recall  f1-score   support

           0       0.80      0.74      0.77  28400293
           1       0.63      0.71      0.67  17762125

    accuracy                           0.73  46162418
   macro avg       0.72      0.72      0.72  46162418
weighted avg       0.74      0.73      0.73  46162418

Accuracy: 0.7284046299307805

LR_2_0.4

              precision    recall  f1-score   support

           0       0.85      0.69      0.77  26121772
           1       0.59      0.78      0.67  14505950

    accuracy                           0.73  40627722
   macro avg       0.72      0.74      0.72  40627722
weighted avg       0.76      0.73      0.73  40627722

Accuracy: 0.726333216516545

LR_2_All

              precision    recall  f1-score   support

           0       0.67      0.78      0.72 144486817
           1       0.53      0.39      0.45  90948310

    accuracy                           0.63 235435127
   macro avg       0.60      0.59      0.59 235435127
weighted avg       0.62      0.63      0.62 235435127

Accuracy: 0.6319147567134279

LR_2_log_0.001

              precision    recall  f1-score   support

           0       0.78      0.60      0.68  30469299
           1       0.55      0.74      0.63  19888532

    accuracy                           0.66  50357831
   macro avg       0.66      0.67      0.65  50357831
weighted avg       0.69      0.66      0.66  50357831

Accuracy: 0.6557921249626498

LR_2_log_0.01

              precision    recall  f1-score   support

           0       0.80      0.61      0.69  30231476
           1       0.56      0.76      0.65  19809713

    accuracy                           0.67  50041189
   macro avg       0.68      0.69      0.67  50041189
weighted avg       0.70      0.67      0.68  50041189

Accuracy: 0.6719362523540358

LR_2_log_0.1

              precision    recall  f1-score   support

           0       0.83      0.64      0.73  29263977
           1       0.59      0.80      0.68  18981990

    accuracy                           0.71  48245967
   macro avg       0.71      0.72      0.70  48245967
weighted avg       0.74      0.71      0.71  48245967

Accuracy: 0.7052470313218098

LR_2_log_0.2

              precision    recall  f1-score   support

           0       0.85      0.66      0.74  28400293
           1       0.60      0.81      0.69  17762125

    accuracy                           0.72  46162418
   macro avg       0.72      0.74      0.72  46162418
weighted avg       0.75      0.72      0.72  46162418

Accuracy: 0.7193205087307168

LR_2_log_0.4

              precision    recall  f1-score   support

           0       0.88      0.69      0.77  26121772
           1       0.59      0.83      0.69  14505950

    accuracy                           0.74  40627722
   macro avg       0.74      0.76      0.73  40627722
weighted avg       0.78      0.74      0.74  40627722

Accuracy: 0.7374874968377504

LR_2_log_All

              precision    recall  f1-score   support

           0       0.69      0.54      0.60 144486817
           1       0.46      0.62      0.52  90948310

    accuracy                           0.57 235435127
   macro avg       0.57      0.58      0.56 235435127
weighted avg       0.60      0.57      0.57 235435127

Accuracy: 0.567944417232183

LR_2_mean_0.001

              precision    recall  f1-score   support

           0       0.78      0.60      0.68  30469299
           1       0.55      0.74      0.63  19888532

    accuracy                           0.66  50357831
   macro avg       0.67      0.67      0.66  50357831
weighted avg       0.69      0.66      0.66  50357831

Accuracy: 0.6570688876572146

LR_2_mean_0.01

              precision    recall  f1-score   support

           0       0.80      0.60      0.69  30231476
           1       0.56      0.77      0.65  19809713

    accuracy                           0.67  50041189
   macro avg       0.68      0.69      0.67  50041189
weighted avg       0.70      0.67      0.67  50041189

Accuracy: 0.6680492943522984

LR_2_mean_0.1

              precision    recall  f1-score   support

           0       0.83      0.64      0.72  29263977
           1       0.59      0.80      0.68  18981990

    accuracy                           0.70  48245967
   macro avg       0.71      0.72      0.70  48245967
weighted avg       0.74      0.70      0.71  48245967

Accuracy: 0.7039362896384687

LR_2_mean_0.2

              precision    recall  f1-score   support

           0       0.85      0.66      0.74  28400293
           1       0.60      0.82      0.69  17762125

    accuracy                           0.72  46162418
   macro avg       0.73      0.74      0.72  46162418
weighted avg       0.75      0.72      0.72  46162418

Accuracy: 0.7202753980521558

LR_2_mean_0.4

              precision    recall  f1-score   support

           0       0.89      0.69      0.77  26121772
           1       0.60      0.84      0.70  14505950

    accuracy                           0.74  40627722
   macro avg       0.74      0.76      0.74  40627722
weighted avg       0.78      0.74      0.75  40627722

Accuracy: 0.7423285509337688

LR_2_mean_All

              precision    recall  f1-score   support

           0       0.65      0.51      0.57 144486817
           1       0.42      0.55      0.48  90948310

    accuracy                           0.53 235435127
   macro avg       0.53      0.53      0.53 235435127
weighted avg       0.56      0.53      0.54 235435127

Accuracy: 0.5302307076717571

LR_3_0.001

              precision    recall  f1-score   support

           0       0.74      0.68      0.71  30469299
           1       0.56      0.64      0.60  19888532

    accuracy                           0.66  50357831
   macro avg       0.65      0.66      0.65  50357831
weighted avg       0.67      0.66      0.67  50357831

Accuracy: 0.6633904863773818

LR_3_0.01

              precision    recall  f1-score   support

           0       0.75      0.71      0.73  30231476
           1       0.59      0.63      0.61  19809713

    accuracy                           0.68  50041189
   macro avg       0.67      0.67      0.67  50041189
weighted avg       0.68      0.68      0.68  50041189

Accuracy: 0.6782051881301222

LR_3_0.1

              precision    recall  f1-score   support

           0       0.78      0.73      0.75  29263977
           1       0.62      0.68      0.65  18981990

    accuracy                           0.71  48245967
   macro avg       0.70      0.70      0.70  48245967
weighted avg       0.72      0.71      0.71  48245967

Accuracy: 0.7090318243595366

LR_3_0.2

              precision    recall  f1-score   support

           0       0.80      0.74      0.77  28400293
           1       0.63      0.71      0.67  17762125

    accuracy                           0.73  46162418
   macro avg       0.72      0.72      0.72  46162418
weighted avg       0.74      0.73      0.73  46162418

Accuracy: 0.7283977628728201

LR_3_0.4

              precision    recall  f1-score   support

           0       0.84      0.76      0.80  26121772
           1       0.63      0.74      0.68  14505950

    accuracy                           0.75  40627722
   macro avg       0.74      0.75      0.74  40627722
weighted avg       0.77      0.75      0.76  40627722

Accuracy: 0.7534139866370061

LR_3_All

              precision    recall  f1-score   support

           0       0.67      0.78      0.72 144486817
           1       0.53      0.39      0.45  90948310

    accuracy                           0.63 235435127
   macro avg       0.60      0.59      0.59 235435127
weighted avg       0.62      0.63      0.62 235435127

Accuracy: 0.6319136353854283

LR_3_log_0.001

              precision    recall  f1-score   support

           0       0.76      0.64      0.70  30469299
           1       0.56      0.70      0.62  19888532

    accuracy                           0.66  50357831
   macro avg       0.66      0.67      0.66  50357831
weighted avg       0.68      0.66      0.67  50357831

Accuracy: 0.6628697927835693

LR_3_log_0.01

              precision    recall  f1-score   support

           0       0.79      0.62      0.70  30231476
           1       0.57      0.75      0.65  19809713

    accuracy                           0.67  50041189
   macro avg       0.68      0.69      0.67  50041189
weighted avg       0.70      0.67      0.68  50041189

Accuracy: 0.6729913232077679

LR_3_log_0.1

              precision    recall  f1-score   support

           0       0.83      0.64      0.73  29263977
           1       0.59      0.80      0.68  18981990

    accuracy                           0.71  48245967
   macro avg       0.71      0.72      0.70  48245967
weighted avg       0.74      0.71      0.71  48245967

Accuracy: 0.7053253798395211

LR_3_log_0.2

              precision    recall  f1-score   support

           0       0.85      0.66      0.74  28400293
           1       0.60      0.81      0.69  17762125

    accuracy                           0.72  46162418
   macro avg       0.72      0.74      0.72  46162418
weighted avg       0.75      0.72      0.72  46162418

Accuracy: 0.7193616677531927

LR_3_log_0.4

              precision    recall  f1-score   support

           0       0.88      0.69      0.77  26121772
           1       0.59      0.83      0.69  14505950

    accuracy                           0.74  40627722
   macro avg       0.74      0.76      0.73  40627722
weighted avg       0.78      0.74      0.74  40627722

Accuracy: 0.7374562620075031

LR_3_log_All

              precision    recall  f1-score   support

           0       0.69      0.55      0.61 144486817
           1       0.46      0.61      0.52  90948310

    accuracy                           0.57 235435127
   macro avg       0.57      0.58      0.57 235435127
weighted avg       0.60      0.57      0.58 235435127

Accuracy: 0.570340622960651

LR_3_mean_0.001

              precision    recall  f1-score   support

           0       0.76      0.64      0.70  30469299
           1       0.56      0.69      0.62  19888532

    accuracy                           0.66  50357831
   macro avg       0.66      0.67      0.66  50357831
weighted avg       0.68      0.66      0.67  50357831

Accuracy: 0.6620727370088676

LR_3_mean_0.01

              precision    recall  f1-score   support

           0       0.80      0.61      0.69  30231476
           1       0.56      0.76      0.65  19809713

    accuracy                           0.67  50041189
   macro avg       0.68      0.68      0.67  50041189
weighted avg       0.70      0.67      0.67  50041189

Accuracy: 0.6690288873831515

LR_3_mean_0.1

              precision    recall  f1-score   support

           0       0.83      0.64      0.72  29263977
           1       0.59      0.80      0.68  18981990

    accuracy                           0.70  48245967
   macro avg       0.71      0.72      0.70  48245967
weighted avg       0.74      0.70      0.71  48245967

Accuracy: 0.704026950066106

LR_3_mean_0.2

              precision    recall  f1-score   support

           0       0.85      0.66      0.74  28400293
           1       0.60      0.82      0.69  17762125

    accuracy                           0.72  46162418
   macro avg       0.73      0.74      0.72  46162418
weighted avg       0.75      0.72      0.72  46162418

Accuracy: 0.7203059207167181

LR_3_mean_0.4

              precision    recall  f1-score   support

           0       0.89      0.69      0.77  26121772
           1       0.60      0.84      0.70  14505950

    accuracy                           0.74  40627722
   macro avg       0.74      0.76      0.74  40627722
weighted avg       0.78      0.74      0.75  40627722

Accuracy: 0.7423466912567729

LR_3_mean_All

              precision    recall  f1-score   support

           0       0.65      0.52      0.58 144486817
           1       0.42      0.55      0.48  90948310

    accuracy                           0.53 235435127
   macro avg       0.54      0.54      0.53 235435127
weighted avg       0.56      0.53      0.54 235435127

Accuracy: 0.5348694844503811

LR_4_0.001

              precision    recall  f1-score   support

           0       0.86      0.68      0.76  30469299
           1       0.63      0.83      0.72  19888532

    accuracy                           0.74  50357831
   macro avg       0.74      0.76      0.74  50357831
weighted avg       0.77      0.74      0.74  50357831

Accuracy: 0.7388880787975162

LR_4_0.01

              precision    recall  f1-score   support

           0       0.86      0.69      0.76  30231476
           1       0.64      0.83      0.72  19809713

    accuracy                           0.74  50041189
   macro avg       0.75      0.76      0.74  50041189
weighted avg       0.77      0.74      0.75  50041189

Accuracy: 0.7441577777058814

LR_4_0.1

              precision    recall  f1-score   support

           0       0.86      0.72      0.78  29263977
           1       0.65      0.82      0.73  18981990

    accuracy                           0.76  48245967
   macro avg       0.76      0.77      0.76  48245967
weighted avg       0.78      0.76      0.76  48245967

Accuracy: 0.7597472551436268

LR_4_0.2

              precision    recall  f1-score   support

           0       0.87      0.75      0.80  28400293
           1       0.67      0.81      0.73  17762125

    accuracy                           0.77  46162418
   macro avg       0.77      0.78      0.77  46162418
weighted avg       0.79      0.77      0.78  46162418

Accuracy: 0.7725367852264584

LR_4_0.4

              precision    recall  f1-score   support

           0       0.87      0.75      0.81  26121772
           1       0.64      0.80      0.72  14505950

    accuracy                           0.77  40627722
   macro avg       0.76      0.78      0.76  40627722
weighted avg       0.79      0.77      0.78  40627722

Accuracy: 0.7714900924053778

LR_4_All

              precision    recall  f1-score   support

           0       0.74      0.50      0.60 144486817
           1       0.48      0.72      0.57  90948310

    accuracy                           0.59 235435127
   macro avg       0.61      0.61      0.59 235435127
weighted avg       0.64      0.59      0.59 235435127

Accuracy: 0.5873982475011046

LR_4_log_0.001

              precision    recall  f1-score   support

           0       0.84      0.73      0.78  30469299
           1       0.65      0.79      0.71  19888532

    accuracy                           0.75  50357831
   macro avg       0.75      0.76      0.75  50357831
weighted avg       0.77      0.75      0.75  50357831

Accuracy: 0.7514317088041381

LR_4_log_0.01

              precision    recall  f1-score   support

           0       0.85      0.73      0.78  30231476
           1       0.66      0.80      0.72  19809713

    accuracy                           0.76  50041189
   macro avg       0.75      0.76      0.75  50041189
weighted avg       0.77      0.76      0.76  50041189

Accuracy: 0.7556142600848273

LR_4_log_0.1

              precision    recall  f1-score   support

           0       0.86      0.72      0.79  29263977
           1       0.66      0.82      0.73  18981990

    accuracy                           0.76  48245967
   macro avg       0.76      0.77      0.76  48245967
weighted avg       0.78      0.76      0.77  48245967

Accuracy: 0.7633229529838215

LR_4_log_0.2

              precision    recall  f1-score   support

           0       0.87      0.72      0.79  28400293
           1       0.65      0.83      0.73  17762125

    accuracy                           0.76  46162418
   macro avg       0.76      0.78      0.76  46162418
weighted avg       0.79      0.76      0.77  46162418

Accuracy: 0.7624388306522418

LR_4_log_0.4

              precision    recall  f1-score   support

           0       0.88      0.71      0.79  26121772
           1       0.61      0.83      0.71  14505950

    accuracy                           0.75  40627722
   macro avg       0.75      0.77      0.75  40627722
weighted avg       0.79      0.75      0.76  40627722

Accuracy: 0.7531053303948472

LR_4_log_All

              precision    recall  f1-score   support

           0       0.76      0.66      0.71 144486817
           1       0.55      0.67      0.61  90948310

    accuracy                           0.66 235435127
   macro avg       0.66      0.67      0.66 235435127
weighted avg       0.68      0.66      0.67 235435127

Accuracy: 0.6641819723018647

LR_4_mean_0.001

              precision    recall  f1-score   support

           0       0.87      0.71      0.78  30469299
           1       0.65      0.83      0.73  19888532

    accuracy                           0.76  50357831
   macro avg       0.76      0.77      0.76  50357831
weighted avg       0.78      0.76      0.76  50357831

Accuracy: 0.7589966096832089

LR_4_mean_0.01

              precision    recall  f1-score   support

           0       0.83      0.67      0.74  30231476
           1       0.61      0.80      0.69  19809713

    accuracy                           0.72  50041189
   macro avg       0.72      0.73      0.72  50041189
weighted avg       0.75      0.72      0.72  50041189

Accuracy: 0.7192444607980838

LR_4_mean_0.1

              precision    recall  f1-score   support

           0       0.86      0.66      0.74  29263977
           1       0.61      0.83      0.71  18981990

    accuracy                           0.73  48245967
   macro avg       0.74      0.75      0.72  48245967
weighted avg       0.76      0.73      0.73  48245967

Accuracy: 0.7260401890172499

LR_4_mean_0.2

              precision    recall  f1-score   support

           0       0.88      0.67      0.76  28400293
           1       0.62      0.85      0.71  17762125

    accuracy                           0.74  46162418
   macro avg       0.75      0.76      0.74  46162418
weighted avg       0.78      0.74      0.74  46162418

Accuracy: 0.7395020555465703

LR_4_mean_0.4

              precision    recall  f1-score   support

           0       0.89      0.68      0.77  26121772
           1       0.59      0.84      0.70  14505950

    accuracy                           0.74  40627722
   macro avg       0.74      0.76      0.73  40627722
weighted avg       0.78      0.74      0.74  40627722

Accuracy: 0.7376153159657831

LR_4_mean_All

              precision    recall  f1-score   support

           0       0.72      0.55      0.62 144486817
           1       0.48      0.65      0.55  90948310

    accuracy                           0.59 235435127
   macro avg       0.60      0.60      0.59 235435127
weighted avg       0.62      0.59      0.59 235435127

Accuracy: 0.5895498168376548

LR_4_robust_scaler_0.001

              precision    recall  f1-score   support

           0       0.86      0.68      0.76  30469299
           1       0.63      0.83      0.72  19888532

    accuracy                           0.74  50357831
   macro avg       0.74      0.76      0.74  50357831
weighted avg       0.77      0.74      0.74  50357831

Accuracy: 0.7388760250615242

LR_4_robust_scaler_0.01

              precision    recall  f1-score   support

           0       0.86      0.69      0.76  30231476
           1       0.64      0.83      0.72  19809713

    accuracy                           0.74  50041189
   macro avg       0.75      0.76      0.74  50041189
weighted avg       0.77      0.74      0.75  50041189

Accuracy: 0.7441431897231698

LR_4_robust_scaler_0.1

              precision    recall  f1-score   support

           0       0.86      0.72      0.78  29263977
           1       0.65      0.82      0.73  18981990

    accuracy                           0.76  48245967
   macro avg       0.76      0.77      0.76  48245967
weighted avg       0.78      0.76      0.76  48245967

Accuracy: 0.7597623652148997

LR_4_robust_scaler_0.2

              precision    recall  f1-score   support

           0       0.87      0.75      0.80  28400293
           1       0.67      0.81      0.73  17762125

    accuracy                           0.77  46162418
   macro avg       0.77      0.78      0.77  46162418
weighted avg       0.79      0.77      0.78  46162418

Accuracy: 0.7725374784310475

LR_4_robust_scaler_0.4

              precision    recall  f1-score   support

           0       0.87      0.77      0.82  26121772
           1       0.65      0.80      0.72  14505950

    accuracy                           0.78  40627722
   macro avg       0.76      0.78      0.77  40627722
weighted avg       0.79      0.78      0.78  40627722

Accuracy: 0.7776418032987427

LR_4_robust_scaler_All

              precision    recall  f1-score   support

           0       0.74      0.50      0.60 144486817
           1       0.48      0.72      0.57  90948310

    accuracy                           0.59 235435127
   macro avg       0.61      0.61      0.59 235435127
weighted avg       0.64      0.59      0.59 235435127

Accuracy: 0.5873854584154725

LR_4_std_scaler_0.001

              precision    recall  f1-score   support

           0       0.86      0.68      0.76  30469299
           1       0.63      0.83      0.72  19888532

    accuracy                           0.74  50357831
   macro avg       0.74      0.76      0.74  50357831
weighted avg       0.77      0.74      0.74  50357831

Accuracy: 0.7389132188795026

LR_4_std_scaler_0.01

              precision    recall  f1-score   support

           0       0.86      0.69      0.76  30231476
           1       0.64      0.83      0.72  19809713

    accuracy                           0.74  50041189
   macro avg       0.75      0.76      0.74  50041189
weighted avg       0.77      0.74      0.75  50041189

Accuracy: 0.7441570183314389

LR_4_std_scaler_0.1

              precision    recall  f1-score   support

           0       0.86      0.72      0.78  29263977
           1       0.65      0.82      0.73  18981990

    accuracy                           0.76  48245967
   macro avg       0.76      0.77      0.76  48245967
weighted avg       0.78      0.76      0.76  48245967

Accuracy: 0.7597217815118101

LR_4_std_scaler_0.2

              precision    recall  f1-score   support

           0       0.87      0.75      0.80  28400293
           1       0.67      0.81      0.73  17762125

    accuracy                           0.77  46162418
   macro avg       0.77      0.78      0.77  46162418
weighted avg       0.79      0.77      0.78  46162418

Accuracy: 0.7726121928881629

LR_4_std_scaler_0.4

              precision    recall  f1-score   support

           0       0.87      0.77      0.82  26121772
           1       0.66      0.80      0.72  14505950

    accuracy                           0.78  40627722
   macro avg       0.76      0.78      0.77  40627722
weighted avg       0.79      0.78      0.78  40627722

Accuracy: 0.7778286461643111

LR_4_std_scaler_All

              precision    recall  f1-score   support

           0       0.74      0.50      0.60 144486817
           1       0.48      0.72      0.57  90948310

    accuracy                           0.59 235435127
   macro avg       0.61      0.61      0.59 235435127
weighted avg       0.64      0.59      0.59 235435127

Accuracy: 0.5872314117340698

LR_5_0.001

              precision    recall  f1-score   support

           0       0.86      0.68      0.76  30469299
           1       0.63      0.83      0.72  19888532

    accuracy                           0.74  50357831
   macro avg       0.74      0.75      0.74  50357831
weighted avg       0.77      0.74      0.74  50357831

Accuracy: 0.7382249048812289

LR_5_0.01

              precision    recall  f1-score   support

           0       0.86      0.69      0.76  30231476
           1       0.64      0.83      0.72  19809713

    accuracy                           0.74  50041189
   macro avg       0.75      0.76      0.74  50041189
weighted avg       0.77      0.74      0.75  50041189

Accuracy: 0.7441325384974365

LR_5_0.1

              precision    recall  f1-score   support

           0       0.86      0.72      0.78  29263977
           1       0.65      0.82      0.73  18981990

    accuracy                           0.76  48245967
   macro avg       0.76      0.77      0.76  48245967
weighted avg       0.78      0.76      0.76  48245967

Accuracy: 0.7597230873204386

LR_5_0.2

              precision    recall  f1-score   support

           0       0.87      0.75      0.80  28400293
           1       0.67      0.81      0.73  17762125

    accuracy                           0.77  46162418
   macro avg       0.77      0.78      0.77  46162418
weighted avg       0.79      0.77      0.78  46162418

Accuracy: 0.7726382963734698

LR_5_0.4

              precision    recall  f1-score   support

           0       0.87      0.77      0.82  26121772
           1       0.66      0.80      0.72  14505950

    accuracy                           0.78  40627722
   macro avg       0.76      0.78      0.77  40627722
weighted avg       0.79      0.78      0.78  40627722

Accuracy: 0.7777381414591741

LR_5_All

              precision    recall  f1-score   support

           0       0.74      0.50      0.60 144486817
           1       0.48      0.72      0.57  90948310

    accuracy                           0.59 235435127
   macro avg       0.61      0.61      0.59 235435127
weighted avg       0.64      0.59      0.59 235435127

Accuracy: 0.5873703374772958

LR_5_imba_0.001

              precision    recall  f1-score   support

           0       0.81      0.78      0.79  30469299
           1       0.68      0.71      0.70  19888532

    accuracy                           0.75  50357831
   macro avg       0.74      0.75      0.74  50357831
weighted avg       0.76      0.75      0.75  50357831

Accuracy: 0.7540126182162215

LR_5_imba_0.01

              precision    recall  f1-score   support

           0       0.81      0.79      0.80  30231476
           1       0.69      0.71      0.70  19809713

    accuracy                           0.76  50041189
   macro avg       0.75      0.75      0.75  50041189
weighted avg       0.76      0.76      0.76  50041189

Accuracy: 0.7600381158009655

LR_5_imba_0.1

              precision    recall  f1-score   support

           0       0.81      0.82      0.81  29263977
           1       0.72      0.70      0.71  18981990

    accuracy                           0.77  48245967
   macro avg       0.76      0.76      0.76  48245967
weighted avg       0.77      0.77      0.77  48245967

Accuracy: 0.7730094828444417

LR_5_imba_0.2

              precision    recall  f1-score   support

           0       0.81      0.83      0.82  28400293
           1       0.72      0.68      0.70  17762125

    accuracy                           0.77  46162418
   macro avg       0.76      0.76      0.76  46162418
weighted avg       0.77      0.77      0.77  46162418

Accuracy: 0.7742529864878396

LR_5_imba_0.4

              precision    recall  f1-score   support

           0       0.81      0.86      0.83  26121772
           1       0.72      0.64      0.68  14505950

    accuracy                           0.78  40627722
   macro avg       0.76      0.75      0.76  40627722
weighted avg       0.78      0.78      0.78  40627722

Accuracy: 0.7811903163066835

LR_5_imba_All

              precision    recall  f1-score   support

           0       0.64      0.93      0.76 144486817
           1       0.61      0.17      0.27  90948310

    accuracy                           0.64 235435127
   macro avg       0.62      0.55      0.51 235435127
weighted avg       0.63      0.64      0.57 235435127

Accuracy: 0.6376296685753269

LR_6_0.001

              precision    recall  f1-score   support

           0       0.86      0.68      0.76  30469299
           1       0.63      0.83      0.72  19888532

    accuracy                           0.74  50357831
   macro avg       0.74      0.75      0.74  50357831
weighted avg       0.77      0.74      0.74  50357831

Accuracy: 0.7382218666248751

LR_6_0.01

              precision    recall  f1-score   support

           0       0.86      0.69      0.76  30231476
           1       0.64      0.83      0.72  19809713

    accuracy                           0.74  50041189
   macro avg       0.75      0.76      0.74  50041189
weighted avg       0.77      0.74      0.75  50041189

Accuracy: 0.744151862578645

LR_6_0.1

              precision    recall  f1-score   support

           0       0.86      0.72      0.78  29263977
           1       0.65      0.82      0.73  18981990

    accuracy                           0.76  48245967
   macro avg       0.76      0.77      0.76  48245967
weighted avg       0.78      0.76      0.76  48245967

Accuracy: 0.759735938135513

LR_6_0.2

              precision    recall  f1-score   support

           0       0.87      0.75      0.80  28400293
           1       0.67      0.81      0.73  17762125

    accuracy                           0.77  46162418
   macro avg       0.77      0.78      0.77  46162418
weighted avg       0.79      0.77      0.78  46162418

Accuracy: 0.7725369801902491

LR_6_0.4

              precision    recall  f1-score   support

           0       0.87      0.77      0.82  26121772
           1       0.65      0.80      0.72  14505950

    accuracy                           0.78  40627722
   macro avg       0.76      0.78      0.77  40627722
weighted avg       0.79      0.78      0.78  40627722

Accuracy: 0.7776248198213033

LR_6_All

              precision    recall  f1-score   support

           0       0.74      0.50      0.60 144486817
           1       0.48      0.72      0.57  90948310

    accuracy                           0.59 235435127
   macro avg       0.61      0.61      0.59 235435127
weighted avg       0.64      0.59      0.59 235435127

Accuracy: 0.5873487434183939

LR_6_imba_0.001

              precision    recall  f1-score   support

           0       0.81      0.78      0.79  30469299
           1       0.68      0.71      0.70  19888532

    accuracy                           0.75  50357831
   macro avg       0.74      0.75      0.74  50357831
weighted avg       0.76      0.75      0.75  50357831

Accuracy: 0.7540076934608244

LR_6_imba_0.01

              precision    recall  f1-score   support

           0       0.81      0.79      0.80  30231476
           1       0.69      0.71      0.70  19809713

    accuracy                           0.76  50041189
   macro avg       0.75      0.75      0.75  50041189
weighted avg       0.76      0.76      0.76  50041189

Accuracy: 0.7600415130024188

LR_6_imba_0.1

              precision    recall  f1-score   support

           0       0.81      0.82      0.81  29263977
           1       0.72      0.70      0.71  18981990

    accuracy                           0.77  48245967
   macro avg       0.76      0.76      0.76  48245967
weighted avg       0.77      0.77      0.77  48245967

Accuracy: 0.7730505847255585

LR_6_imba_0.2

              precision    recall  f1-score   support

           0       0.81      0.83      0.82  28400293
           1       0.72      0.68      0.70  17762125

    accuracy                           0.77  46162418
   macro avg       0.76      0.76      0.76  46162418
weighted avg       0.77      0.77      0.77  46162418

Accuracy: 0.7744190523122078

LR_6_imba_0.4

              precision    recall  f1-score   support

           0       0.81      0.86      0.83  26121772
           1       0.72      0.64      0.68  14505950

    accuracy                           0.78  40627722
   macro avg       0.76      0.75      0.76  40627722
weighted avg       0.78      0.78      0.78  40627722

Accuracy: 0.7814035450966215

LR_6_imba_All

              precision    recall  f1-score   support

           0       0.64      0.93      0.76 144486817
           1       0.61      0.17      0.27  90948310

    accuracy                           0.64 235435127
   macro avg       0.62      0.55      0.51 235435127
weighted avg       0.63      0.64      0.57 235435127

Accuracy: 0.6376264787369643

LR_7_0.001

              precision    recall  f1-score   support

           0       0.87      0.67      0.76  30469299
           1       0.63      0.84      0.72  19888532

    accuracy                           0.74  50357831
   macro avg       0.75      0.76      0.74  50357831
weighted avg       0.77      0.74      0.74  50357831

Accuracy: 0.7383836885270137

LR_7_0.01

              precision    recall  f1-score   support

           0       0.87      0.69      0.77  30231476
           1       0.64      0.84      0.73  19809713

    accuracy                           0.75  50041189
   macro avg       0.75      0.77      0.75  50041189
weighted avg       0.78      0.75      0.75  50041189

Accuracy: 0.748779750217366

LR_7_0.1

              precision    recall  f1-score   support

           0       0.88      0.70      0.78  29263977
           1       0.65      0.86      0.74  18981990

    accuracy                           0.76  48245967
   macro avg       0.77      0.78      0.76  48245967
weighted avg       0.79      0.76      0.76  48245967

Accuracy: 0.7616268733923397

LR_7_0.2

              precision    recall  f1-score   support

           0       0.89      0.70      0.78  28400293
           1       0.64      0.86      0.73  17762125

    accuracy                           0.76  46162418
   macro avg       0.76      0.78      0.76  46162418
weighted avg       0.79      0.76      0.76  46162418

Accuracy: 0.7605276006122557

LR_7_0.4

              precision    recall  f1-score   support

           0       0.89      0.69      0.78  26121772
           1       0.60      0.85      0.71  14505950

    accuracy                           0.75  40627722
   macro avg       0.75      0.77      0.74  40627722
weighted avg       0.79      0.75      0.75  40627722

Accuracy: 0.7474215758392755

LR_7_All

              precision    recall  f1-score   support

           0       0.71      0.32      0.44 144486817
           1       0.42      0.79      0.55  90948310

    accuracy                           0.50 235435127
   macro avg       0.57      0.56      0.50 235435127
weighted avg       0.60      0.50      0.49 235435127

Accuracy: 0.5034408310702081

LR_7_decay_rtime_0.001

              precision    recall  f1-score   support

           0       0.89      0.72      0.79  30469299
           1       0.67      0.87      0.75  19888532

    accuracy                           0.78  50357831
   macro avg       0.78      0.79      0.77  50357831
weighted avg       0.80      0.78      0.78  50357831

Accuracy: 0.7756116819249026

LR_7_decay_rtime_0.01

              precision    recall  f1-score   support

           0       0.89      0.71      0.79  30231476
           1       0.66      0.87      0.75  19809713

    accuracy                           0.77  50041189
   macro avg       0.78      0.79      0.77  50041189
weighted avg       0.80      0.77      0.77  50041189

Accuracy: 0.7710795201129214

LR_7_decay_rtime_0.1

              precision    recall  f1-score   support

           0       0.89      0.68      0.77  29263977
           1       0.64      0.86      0.74  18981990

    accuracy                           0.75  48245967
   macro avg       0.76      0.77      0.75  48245967
weighted avg       0.79      0.75      0.76  48245967

Accuracy: 0.7549501287848578

LR_7_decay_rtime_0.2

              precision    recall  f1-score   support

           0       0.90      0.63      0.74  28400293
           1       0.60      0.88      0.71  17762125

    accuracy                           0.73  46162418
   macro avg       0.75      0.76      0.73  46162418
weighted avg       0.78      0.73      0.73  46162418

Accuracy: 0.7259640731991119

LR_7_decay_rtime_0.4

              precision    recall  f1-score   support

           0       0.89      0.69      0.77  26121772
           1       0.60      0.84      0.70  14505950

    accuracy                           0.74  40627722
   macro avg       0.74      0.77      0.74  40627722
weighted avg       0.78      0.74      0.75  40627722

Accuracy: 0.7429404483962946

LR_7_decay_rtime_All

              precision    recall  f1-score   support

           0       0.76      0.33      0.46 144486817
           1       0.44      0.83      0.57  90948310

    accuracy                           0.52 235435127
   macro avg       0.60      0.58      0.52 235435127
weighted avg       0.63      0.52      0.50 235435127

Accuracy: 0.5238606854108053

LR_7_decay_vtime_0.001

              precision    recall  f1-score   support

           0       0.88      0.64      0.74  30469299
           1       0.61      0.87      0.72  19888532

    accuracy                           0.73  50357831
   macro avg       0.74      0.75      0.73  50357831
weighted avg       0.77      0.73      0.73  50357831

Accuracy: 0.7276795936663754

LR_7_decay_vtime_0.01

              precision    recall  f1-score   support

           0       0.82      0.56      0.67  30231476
           1       0.55      0.81      0.65  19809713

    accuracy                           0.66  50041189
   macro avg       0.68      0.69      0.66  50041189
weighted avg       0.71      0.66      0.66  50041189

Accuracy: 0.6605602636659972

LR_7_decay_vtime_0.1

              precision    recall  f1-score   support

           0       0.83      0.64      0.72  29263977
           1       0.59      0.80      0.68  18981990

    accuracy                           0.70  48245967
   macro avg       0.71      0.72      0.70  48245967
weighted avg       0.74      0.70      0.71  48245967

Accuracy: 0.7041541109539788

LR_7_decay_vtime_0.2

              precision    recall  f1-score   support

           0       0.85      0.66      0.74  28400293
           1       0.60      0.81      0.69  17762125

    accuracy                           0.72  46162418
   macro avg       0.73      0.74      0.72  46162418
weighted avg       0.75      0.72      0.72  46162418

Accuracy: 0.7203213228561814

LR_7_decay_vtime_0.4

              precision    recall  f1-score   support

           0       0.89      0.69      0.77  26121772
           1       0.60      0.84      0.70  14505950

    accuracy                           0.74  40627722
   macro avg       0.74      0.77      0.74  40627722
weighted avg       0.78      0.74      0.75  40627722

Accuracy: 0.7429170161201752

LR_7_decay_vtime_All

              precision    recall  f1-score   support

           0       0.68      0.34      0.46 144486817
           1       0.42      0.75      0.54  90948310

    accuracy                           0.50 235435127
   macro avg       0.55      0.54      0.50 235435127
weighted avg       0.58      0.50      0.49 235435127

Accuracy: 0.4989644896957114

LR_8_0.001

              precision    recall  f1-score   support

           0       0.86      0.67      0.75  30469299
           1       0.62      0.83      0.71  19888532

    accuracy                           0.74  50357831
   macro avg       0.74      0.75      0.73  50357831
weighted avg       0.77      0.74      0.74  50357831

Accuracy: 0.73530065264328

LR_8_0.01

              precision    recall  f1-score   support

           0       0.87      0.69      0.77  30231476
           1       0.64      0.84      0.73  19809713

    accuracy                           0.75  50041189
   macro avg       0.75      0.77      0.75  50041189
weighted avg       0.78      0.75      0.75  50041189

Accuracy: 0.748819277655453

LR_8_0.1

              precision    recall  f1-score   support

           0       0.88      0.70      0.78  29263977
           1       0.65      0.86      0.74  18981990

    accuracy                           0.76  48245967
   macro avg       0.77      0.78      0.76  48245967
weighted avg       0.79      0.76      0.76  48245967

Accuracy: 0.7610481307173302

LR_8_0.2

              precision    recall  f1-score   support

           0       0.89      0.70      0.78  28400293
           1       0.64      0.86      0.73  17762125

    accuracy                           0.76  46162418
   macro avg       0.76      0.78      0.76  46162418
weighted avg       0.79      0.76      0.76  46162418

Accuracy: 0.7600604023818683

LR_8_0.4

              precision    recall  f1-score   support

           0       0.89      0.69      0.78  26121772
           1       0.60      0.85      0.71  14505950

    accuracy                           0.75  40627722
   macro avg       0.75      0.77      0.74  40627722
weighted avg       0.79      0.75      0.75  40627722

Accuracy: 0.7474707540826434

LR_8_All

              precision    recall  f1-score   support

           0       0.71      0.34      0.46 144486817
           1       0.43      0.78      0.55  90948310

    accuracy                           0.51 235435127
   macro avg       0.57      0.56      0.50 235435127
weighted avg       0.60      0.51      0.49 235435127

Accuracy: 0.5086445150557334

LR_8_decay_rtime_0.001

              precision    recall  f1-score   support

           0       0.89      0.71      0.79  30469299
           1       0.66      0.86      0.75  19888532

    accuracy                           0.77  50357831
   macro avg       0.77      0.79      0.77  50357831
weighted avg       0.80      0.77      0.77  50357831

Accuracy: 0.7715023111301199

LR_8_decay_rtime_0.01

              precision    recall  f1-score   support

           0       0.89      0.71      0.79  30231476
           1       0.66      0.87      0.75  19809713

    accuracy                           0.77  50041189
   macro avg       0.78      0.79      0.77  50041189
weighted avg       0.80      0.77      0.77  50041189

Accuracy: 0.7712437248443478

LR_8_decay_rtime_0.1

              precision    recall  f1-score   support

           0       0.89      0.68      0.77  29263977
           1       0.64      0.86      0.74  18981990

    accuracy                           0.76  48245967
   macro avg       0.76      0.77      0.75  48245967
weighted avg       0.79      0.76      0.76  48245967

Accuracy: 0.7550659726646167

LR_8_decay_rtime_0.2

              precision    recall  f1-score   support

           0       0.90      0.63      0.74  28400293
           1       0.60      0.88      0.71  17762125

    accuracy                           0.73  46162418
   macro avg       0.75      0.76      0.73  46162418
weighted avg       0.78      0.73      0.73  46162418

Accuracy: 0.7259316875472165

LR_8_decay_rtime_0.4

              precision    recall  f1-score   support

           0       0.89      0.69      0.77  26121772
           1       0.60      0.84      0.70  14505950

    accuracy                           0.74  40627722
   macro avg       0.74      0.77      0.74  40627722
weighted avg       0.78      0.74      0.75  40627722

Accuracy: 0.7429409406710029

LR_8_decay_rtime_All

              precision    recall  f1-score   support

           0       0.76      0.33      0.46 144486817
           1       0.44      0.83      0.57  90948310

    accuracy                           0.52 235435127
   macro avg       0.60      0.58      0.52 235435127
weighted avg       0.63      0.52      0.50 235435127

Accuracy: 0.5238512942888085

LR_8_decay_vtime_0.001

              precision    recall  f1-score   support

           0       0.87      0.62      0.73  30469299
           1       0.60      0.86      0.71  19888532

    accuracy                           0.72  50357831
   macro avg       0.74      0.74      0.72  50357831
weighted avg       0.76      0.72      0.72  50357831

Accuracy: 0.7171380355917235

LR_8_decay_vtime_0.01

              precision    recall  f1-score   support

           0       0.81      0.57      0.67  30231476
           1       0.55      0.80      0.65  19809713

    accuracy                           0.66  50041189
   macro avg       0.68      0.69      0.66  50041189
weighted avg       0.71      0.66      0.66  50041189

Accuracy: 0.6617784001894919

LR_8_decay_vtime_0.1

              precision    recall  f1-score   support

           0       0.83      0.64      0.72  29263977
           1       0.59      0.80      0.68  18981990

    accuracy                           0.70  48245967
   macro avg       0.71      0.72      0.70  48245967
weighted avg       0.74      0.70      0.71  48245967

Accuracy: 0.7040481746380998

LR_8_decay_vtime_0.2

              precision    recall  f1-score   support

           0       0.85      0.66      0.74  28400293
           1       0.60      0.82      0.69  17762125

    accuracy                           0.72  46162418
   macro avg       0.73      0.74      0.72  46162418
weighted avg       0.75      0.72      0.72  46162418

Accuracy: 0.7202586311661577

LR_8_decay_vtime_0.4

              precision    recall  f1-score   support

           0       0.89      0.69      0.77  26121772
           1       0.60      0.84      0.70  14505950

    accuracy                           0.74  40627722
   macro avg       0.74      0.77      0.74  40627722
weighted avg       0.78      0.74      0.75  40627722

Accuracy: 0.742917237643794

LR_8_decay_vtime_All

              precision    recall  f1-score   support

           0       0.68      0.36      0.47 144486817
           1       0.42      0.73      0.53  90948310

    accuracy                           0.51 235435127
   macro avg       0.55      0.55      0.50 235435127
weighted avg       0.58      0.51      0.50 235435127

Accuracy: 0.5053943416013703

LR_9_0.001

              precision    recall  f1-score   support

           0       0.87      0.67      0.76  30469299
           1       0.63      0.84      0.72  19888532

    accuracy                           0.74  50357831
   macro avg       0.75      0.76      0.74  50357831
weighted avg       0.77      0.74      0.74  50357831

Accuracy: 0.7390812364416569

LR_9_0.01

              precision    recall  f1-score   support

           0       0.87      0.68      0.77  30231476
           1       0.64      0.85      0.73  19809713

    accuracy                           0.75  50041189
   macro avg       0.75      0.77      0.75  50041189
weighted avg       0.78      0.75      0.75  50041189

Accuracy: 0.7483692483805691

LR_9_0.1

              precision    recall  f1-score   support

           0       0.88      0.70      0.78  29263977
           1       0.65      0.86      0.74  18981990

    accuracy                           0.76  48245967
   macro avg       0.77      0.78      0.76  48245967
weighted avg       0.79      0.76      0.76  48245967

Accuracy: 0.7608571095693863

LR_9_0.2

              precision    recall  f1-score   support

           0       0.89      0.70      0.78  28400293
           1       0.64      0.86      0.73  17762125

    accuracy                           0.76  46162418
   macro avg       0.76      0.78      0.76  46162418
weighted avg       0.79      0.76      0.76  46162418

Accuracy: 0.7598907622213377

LR_9_0.4

              precision    recall  f1-score   support

           0       0.89      0.69      0.78  26121772
           1       0.60      0.85      0.71  14505950

    accuracy                           0.75  40627722
   macro avg       0.75      0.77      0.74  40627722
weighted avg       0.79      0.75      0.75  40627722

Accuracy: 0.7474161362037478

LR_9_All

              precision    recall  f1-score   support

           0       0.71      0.34      0.46 144486817
           1       0.43      0.78      0.55  90948310

    accuracy                           0.51 235435127
   macro avg       0.57      0.56      0.50 235435127
weighted avg       0.60      0.51      0.49 235435127

Accuracy: 0.5085327262995891

LR_9_decay_rtime_0.001

              precision    recall  f1-score   support

           0       0.89      0.72      0.79  30469299
           1       0.67      0.86      0.75  19888532

    accuracy                           0.78  50357831
   macro avg       0.78      0.79      0.77  50357831
weighted avg       0.80      0.78      0.78  50357831

Accuracy: 0.7752556101949665

LR_9_decay_rtime_0.01

              precision    recall  f1-score   support

           0       0.89      0.71      0.79  30231476
           1       0.66      0.87      0.75  19809713

    accuracy                           0.77  50041189
   macro avg       0.78      0.79      0.77  50041189
weighted avg       0.80      0.77      0.77  50041189

Accuracy: 0.7708839612104341

LR_9_decay_rtime_0.1

              precision    recall  f1-score   support

           0       0.89      0.68      0.77  29263977
           1       0.64      0.86      0.73  18981990

    accuracy                           0.75  48245967
   macro avg       0.76      0.77      0.75  48245967
weighted avg       0.79      0.75      0.76  48245967

Accuracy: 0.7546740435319702

LR_9_decay_rtime_0.2

              precision    recall  f1-score   support

           0       0.90      0.63      0.74  28400293
           1       0.60      0.88      0.71  17762125

    accuracy                           0.73  46162418
   macro avg       0.75      0.76      0.73  46162418
weighted avg       0.78      0.73      0.73  46162418

Accuracy: 0.7260099980031375

LR_9_decay_rtime_0.4

              precision    recall  f1-score   support

           0       0.89      0.69      0.77  26121772
           1       0.60      0.84      0.70  14505950

    accuracy                           0.74  40627722
   macro avg       0.74      0.77      0.74  40627722
weighted avg       0.78      0.74      0.75  40627722

Accuracy: 0.7429336796190542

LR_9_decay_rtime_All

              precision    recall  f1-score   support

           0       0.75      0.33      0.46 144486817
           1       0.44      0.83      0.57  90948310

    accuracy                           0.52 235435127
   macro avg       0.60      0.58      0.52 235435127
weighted avg       0.63      0.52      0.50 235435127

Accuracy: 0.5237190030695802

LR_9_decay_vtime_0.001

              precision    recall  f1-score   support

           0       0.88      0.64      0.74  30469299
           1       0.61      0.86      0.72  19888532

    accuracy                           0.73  50357831
   macro avg       0.74      0.75      0.73  50357831
weighted avg       0.77      0.73      0.73  50357831

Accuracy: 0.7289878906817889

LR_9_decay_vtime_0.01

              precision    recall  f1-score   support

           0       0.82      0.57      0.67  30231476
           1       0.55      0.81      0.65  19809713

    accuracy                           0.66  50041189
   macro avg       0.68      0.69      0.66  50041189
weighted avg       0.71      0.66      0.66  50041189

Accuracy: 0.6609637712645077

LR_9_decay_vtime_0.1

              precision    recall  f1-score   support

           0       0.83      0.64      0.72  29263977
           1       0.59      0.80      0.68  18981990

    accuracy                           0.70  48245967
   macro avg       0.71      0.72      0.70  48245967
weighted avg       0.74      0.70      0.71  48245967

Accuracy: 0.7039243508167221

LR_9_decay_vtime_0.2

              precision    recall  f1-score   support

           0       0.85      0.66      0.74  28400293
           1       0.60      0.82      0.69  17762125

    accuracy                           0.72  46162418
   macro avg       0.73      0.74      0.72  46162418
weighted avg       0.75      0.72      0.72  46162418

Accuracy: 0.7202281301642388

LR_9_decay_vtime_0.4

              precision    recall  f1-score   support

           0       0.89      0.69      0.77  26121772
           1       0.60      0.84      0.70  14505950

    accuracy                           0.74  40627722
   macro avg       0.74      0.77      0.74  40627722
weighted avg       0.78      0.74      0.75  40627722

Accuracy: 0.7428998357328526

LR_9_decay_vtime_All

              precision    recall  f1-score   support

           0       0.68      0.36      0.48 144486817
           1       0.42      0.73      0.53  90948310

    accuracy                           0.51 235435127
   macro avg       0.55      0.55      0.50 235435127
weighted avg       0.58      0.51      0.50 235435127

Accuracy: 0.5059180484991944

LR_decay_rtime_0.001

              precision    recall  f1-score   support

           0       0.65      0.34      0.45  30469299
           1       0.42      0.72      0.53  19888532

    accuracy                           0.49  50357831
   macro avg       0.53      0.53      0.49  50357831
weighted avg       0.56      0.49      0.48  50357831

Accuracy: 0.490817148180985

LR_decay_rtime_0.01

              precision    recall  f1-score   support

           0       0.78      0.53      0.63  30231476
           1       0.52      0.78      0.62  19809713

    accuracy                           0.63  50041189
   macro avg       0.65      0.65      0.63  50041189
weighted avg       0.68      0.63      0.63  50041189

Accuracy: 0.626892798250657

LR_decay_rtime_0.1

              precision    recall  f1-score   support

           0       0.88      0.66      0.75  29263977
           1       0.62      0.86      0.72  18981990

    accuracy                           0.74  48245967
   macro avg       0.75      0.76      0.74  48245967
weighted avg       0.78      0.74      0.74  48245967

Accuracy: 0.7394854371972688

LR_decay_rtime_0.2

              precision    recall  f1-score   support

           0       0.90      0.63      0.74  28400293
           1       0.60      0.89      0.71  17762125

    accuracy                           0.73  46162418
   macro avg       0.75      0.76      0.73  46162418
weighted avg       0.78      0.73      0.73  46162418

Accuracy: 0.7261484656198035

LR_decay_rtime_0.4

              precision    recall  f1-score   support

           0       0.92      0.44      0.60  26121772
           1       0.48      0.93      0.63  14505950

    accuracy                           0.62  40627722
   macro avg       0.70      0.69      0.62  40627722
weighted avg       0.76      0.62      0.61  40627722

Accuracy: 0.616259164124437

LR_decay_rtime_All

              precision    recall  f1-score   support

           0       0.70      0.41      0.51 144486817
           1       0.43      0.72      0.54  90948310

    accuracy                           0.53 235435127
   macro avg       0.57      0.56      0.53 235435127
weighted avg       0.60      0.53      0.52 235435127

Accuracy: 0.5278586317325537

LR_decay_vtime_0.001

              precision    recall  f1-score   support

           0       0.86      0.60      0.71  30469299
           1       0.58      0.86      0.69  19888532

    accuracy                           0.70  50357831
   macro avg       0.72      0.73      0.70  50357831
weighted avg       0.75      0.70      0.70  50357831

Accuracy: 0.6995904768019099

LR_decay_vtime_0.01

              precision    recall  f1-score   support

           0       0.91      0.40      0.56  30231476
           1       0.51      0.94      0.66  19809713

    accuracy                           0.61  50041189
   macro avg       0.71      0.67      0.61  50041189
weighted avg       0.75      0.61      0.60  50041189

Accuracy: 0.6134714744687622

LR_decay_vtime_0.1

              precision    recall  f1-score   support

           0       0.96      0.08      0.15  29263977
           1       0.41      0.99      0.58  18981990

    accuracy                           0.44  48245967
   macro avg       0.69      0.54      0.37  48245967
weighted avg       0.74      0.44      0.32  48245967

Accuracy: 0.44205846262756016

LR_decay_vtime_0.2

              precision    recall  f1-score   support

           0       0.96      0.04      0.08  28400293
           1       0.39      1.00      0.57  17762125

    accuracy                           0.41  46162418
   macro avg       0.68      0.52      0.32  46162418
weighted avg       0.74      0.41      0.27  46162418

Accuracy: 0.410268305269451

LR_decay_vtime_0.4

              precision    recall  f1-score   support

           0       0.96      0.02      0.04  26121772
           1       0.36      1.00      0.53  14505950

    accuracy                           0.37  40627722
   macro avg       0.66      0.51      0.28  40627722
weighted avg       0.75      0.37      0.21  40627722

Accuracy: 0.3693680142834491

LR_decay_vtime_All

              precision    recall  f1-score   support

           0       0.67      0.27      0.38 144486817
           1       0.40      0.79      0.53  90948310

    accuracy                           0.47 235435127
   macro avg       0.54      0.53      0.46 235435127
weighted avg       0.57      0.47      0.44 235435127

Accuracy: 0.46832407892981914

Model Metrics

True Positives

True Negatives

False Positives

False Negatives

Individual Workload Result

zipf_1_15

Ignore Obj Size

0.001

0.01

0.1

0.2

0.4

zipf_1_16

Ignore Obj Size

0.001

0.01

0.1

0.2

0.4

zipf_1_17

Ignore Obj Size

0.001

0.01

0.1

0.2

0.4

zipf_1_18

Ignore Obj Size

0.001

0.01

0.1

0.2

0.4

zipf_1_19

Ignore Obj Size

0.001

0.01

0.1

0.2

0.4